Distribution Fitting with Calibrating Priors for Commonly Used Distributions

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Documentation for package ‘fitdistcp’ version 0.2.3

• DESCRIPTION file.

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A B C D E F G H I J L M N P Q R T U W

-- A --

adhoc_dmgs_cpmethod	Generates a comment about the method
analytic_cpmethod	Generates a comment about the method

-- B --

bayesian_dq_4terms_v1

Evaluate DMGS equation 3.3

-- C --

calc_revert2ml	determine revert2ml or not
cauchy_cp	Cauchy Distribution Predictions Based on a Calibrating Prior
cauchy_f1f	DMGS equation 3.3, f1 term
cauchy_f1fa	The first derivative of the density
cauchy_f2f	DMGS equation 3.3, f2 term
cauchy_f2fa	The second derivative of the density
cauchy_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_ldd	Second derivative matrix of the normalized log-likelihood
cauchy_ldda	The second derivative of the normalized log-likelihood
cauchy_lddd	Third derivative tensor of the normalized log-likelihood
cauchy_lddda	The third derivative of the normalized log-likelihood
cauchy_lmn	One component of the second derivative of the normalized log-likelihood
cauchy_lmnp	One component of the third derivative of the normalized log-likelihood
cauchy_logf	Logf for RUST
cauchy_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_loglik	log-likelihood function
cauchy_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
cauchy_mu1f	DMGS equation 3.3, mu1 term
cauchy_mu2f	DMGS equation 3.3, mu2 term
cauchy_p1f	DMGS equation 3.3, p1 term
cauchy_p1_cp	Cauchy Distribution with a Predictor, Predictions Based on a Calibrating Prior
cauchy_p1_f1f	DMGS equation 2.1, f1 term
cauchy_p1_f1fa	The first derivative of the density for DMGS
cauchy_p1_f1fw	The first derivative of the density for WAIC
cauchy_p1_f2f	DMGS equation 2.1, f2 term
cauchy_p1_f2fa	The second derivative of the density for DMGS
cauchy_p1_f2fw	The second derivative of the density for WAIC
cauchy_p1_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_p1_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_p1_ldd	Second derivative matrix of the normalized log-likelihood
cauchy_p1_ldda	The second derivative of the normalized log-likelihood
cauchy_p1_lddd	Third derivative tensor of the normalized log-likelihood
cauchy_p1_lddda	The third derivative of the normalized log-likelihood
cauchy_p1_lmn	One component of the second derivative of the normalized log-likelihood
cauchy_p1_lmnp	One component of the second derivative of the normalized log-likelihood
cauchy_p1_logf	Logf for RUST
cauchy_p1_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_p1_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_p1_loglik	Cauchy-with-p1 observed log-likelihood function
cauchy_p1_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
cauchy_p1_means	Cauchy distribution: RHP mean
cauchy_p1_mu1f	DMGS equation 3.3, mu1 term
cauchy_p1_mu2f	DMGS equation 3.3, mu2 term
cauchy_p1_p1f	DMGS equation 2.1, p1 term
cauchy_p1_p2f	DMGS equation 2.1, p2 term
cauchy_p1_predictordata	Predicted Parameter and Generalized Residuals
cauchy_p1_waic	Waic
cauchy_p2f	DMGS equation 3.3, p2 term
cauchy_waic	Waic
crhpflat_dmgs_cpmethod	Generates a comment about the method

-- D --

d010exp_example_data_v1	This is data to be included in my package
d011pareto_k2_example_data_v1	This is data to be included in my package
d020halfnorm_example_data_v1	This is data to be included in my package
d025unif_example_data_v1	This is data to be included in my package
d030norm_example_data_v1	This is data to be included in my package
d031norm_dmgs_example_data_v1	This is data to be included in my package
d032gnorm_k3_example_data_v1	This is data to be included in my package
d035lnorm_example_data_v1	This is data to be included in my package
d036lnorm_dmgs_example_data_v1	This is data to be included in my package
d040logis_example_data_v1	This is data to be included in my package
d041lst_k3_example_data_v1	This is data to be included in my package
d042cauchy_example_data_v1	This is data to be included in my package
d050gumbel_example_data_v1	This is data to be included in my package
d051frechet_k1_example_data_v1	This is data to be included in my package
d052weibull_example_data_v1	This is data to be included in my package
d053gev_k3_example_data_v1	This is data to be included in my package
d055exp_p1_example_data_v1_t	This is data to be included in my package
d055exp_p1_example_data_v1_x	This is data to be included in my package
d056pareto_p1k2_example_data_v1_t	This is data to be included in my package
d056pareto_p1k2_example_data_v1_x	This is data to be included in my package
d060norm_p1_example_data_v1_t	This is data to be included in my package
d060norm_p1_example_data_v1_x	This is data to be included in my package
d061lnorm_p1_example_data_v1_t	This is data to be included in my package
d061lnorm_p1_example_data_v1_x	This is data to be included in my package
d062logis_p1_example_data_v1_t	This is data to be included in my package
d062logis_p1_example_data_v1_x	This is data to be included in my package
d063lst_p1k3_example_data_v1_t	This is data to be included in my package
d063lst_p1k3_example_data_v1_x	This is data to be included in my package
d064cauchy_p1_example_data_v1_t	This is data to be included in my package
d064cauchy_p1_example_data_v1_x	This is data to be included in my package
d070gumbel_p1_example_data_v1_t	This is data to be included in my package
d070gumbel_p1_example_data_v1_x	This is data to be included in my package
d071frechet_p2k1_example_data_v1_t	This is data to be included in my package
d071frechet_p2k1_example_data_v1_x	This is data to be included in my package
d072weibull_p1_example_data_v1_t	This is data to be included in my package
d072weibull_p1_example_data_v1_x	This is data to be included in my package
d073weibull_p2_example_data_v1_t	This is data to be included in my package
d073weibull_p2_example_data_v1_x	This is data to be included in my package
d074gev_p1k3_example_data_v1_t	This is data to be included in my package
d074gev_p1k3_example_data_v1_x	This is data to be included in my package
d080norm_p12_example_data_v1_t1	This is data to be included in my package
d080norm_p12_example_data_v1_t2	This is data to be included in my package
d080norm_p12_example_data_v1_x	This is data to be included in my package
d081lst_p12k3_example_data_v1_t1	This is data to be included in my package
d081lst_p12k3_example_data_v1_t2	This is data to be included in my package
d081lst_p12k3_example_data_v1_x	This is data to be included in my package
d082weibull_p12_example_data_v1_t1	This is data to be included in my package
d082weibull_p12_example_data_v1_t2	This is data to be included in my package
d082weibull_p12_example_data_v1_x	This is data to be included in my package
d100gamma_example_data_v1	This is data to be included in my package
d101invgamma_example_data_v1	This is data to be included in my package
d102invgauss_example_data_v1	This is data to be included in my package
d105burr_example_data_v1	This is data to be included in my package
d110gev_example_data_v1	This is data to be included in my package
d120gpd_k1_example_data_v1	This is data to be included in my package
d150gev_p1_example_data_v1_t	This is data to be included in my package
d150gev_p1_example_data_v1_x	This is data to be included in my package
d151gev_p12_example_data_v1_t	This is data to be included in my package
d151gev_p12_example_data_v1_x	This is data to be included in my package
d152gev_p123_example_data_v1_t	This is data to be included in my package
d152gev_p123_example_data_v1_x	This is data to be included in my package
dcauchysub	Densities from MLE and RHP
dcauchy_cp	Cauchy Distribution Predictions Based on a Calibrating Prior
dcauchy_p1	Cauchy-with-p1 density function
dcauchy_p1sub	Densities from MLE and RHP
dcauchy_p1_cp	Cauchy Distribution with a Predictor, Predictions Based on a Calibrating Prior
deriv_copyfdd	Extract the results from derivatives and put them into f2
deriv_copyld2	Extract the results from derivatives and put them into ldd
deriv_copyldd	Extract the results from derivatives and put them into ldd
deriv_copylddd	Extract the results from derivatives and put them into lddd
dexpsub	Densities from MLE and RHP
dexp_cp	Exponential Distribution Predictions Based on a Calibrating Prior
dexp_p1	Exponential-with-p1 density function
dexp_p1sub	Densities from MLE and RHP
dexp_p1_cp	Exponential Distribution with a Predictor, Predictions Based on a Calibrating Prior
dfrechetsub	Densities from MLE and RHP
dfrechet_k1_cp	Frechet Distribution Predictions Based on a Calibrating Prior
dfrechet_p2k1	Frechet_k1-with-p2 density function
dfrechet_p2k1sub	Densities from MLE and RHP
dfrechet_p2k1_cp	Frechet Distribution with Predictor, Predictions Based on a Calibrating Prior
dgammasub	Densities from MLE and RHP
dgamma_cp	Gamma Distribution Predictions Based on a Calibrating Prior
dgevsub	Densities for 5 predictions
dgev_cp	Generalized Extreme Value Distribution, Predictions Based on a Calibrating Prior
dgev_k3sub	Densities from MLE and RHP
dgev_k3_cp	Generalized Extreme Value Distribution with Known Shape, Predictions Based on a Calibrating Prior
dgev_p1	GEVD-with-p1: Density function
dgev_p12	GEVD-with-p1: Density function
dgev_p123	GEVD-with-p1: Density function
dgev_p123sub	Densities for 5 predictions
dgev_p123_cp	Generalized Extreme Value Distribution with Three Predictors, Predictions based on a Calibrating Prior
dgev_p12sub	Densities for 5 predictions
dgev_p12_cp	Generalized Extreme Value Distribution with Two Predictors, Predictions based on a Calibrating Prior
dgev_p1k3	GEV-with-known-shape-with-p1 density function
dgev_p1k3sub	Densities from MLE and RHP
dgev_p1k3_cp	GEV Distribution with Known Shape with a Predictor, Predictions Based on a Calibrating Prior
dgev_p1n	GEVD-with-p1: Density function
dgev_p1nsub	Densities for 5 predictions
dgev_p1n_cp	Generalized Extreme Value Distribution with Multiple Predictors on the Location, Predictions Based on a Calibrating Prior
dgev_p1sub	Densities for 5 predictions
dgev_p1_cp	Generalized Extreme Value Distribution with a Single Predictor on the Location, Predictions Based on a Calibrating Prior
dgnorm_k3sub	Densities from MLE and RHP
dgnorm_k3_cp	Generalized Normal Distribution Predictions Based on a Calibrating Prior
dgpdsub	Densities for 5 predictions
dgpd_k1_cp	Generalized Pareto Distribution with Known Location Parameter, Predictions Based on a Calibrating Prior
dgumbelsub	Densities from MLE and RHP
dgumbel_cp	Gumbel Distribution Predictions Based on a Calibrating Prior
dgumbel_p1	Gumbel-with-p1 density function
dgumbel_p1sub	Densities from MLE and RHP
dgumbel_p1_cp	Gumbel Distribution with a Predictor, Predictions Based on a Calibrating Prior
dhalfnormsub	Densities from MLE and RHP
dhalfnorm_cp	Half-Normal Distribution Predictions Based on a Calibrating Prior
dinvgammasub	Densities from MLE and cp
dinvgamma_cp	Inverse Gamma Distribution, Predictions Based on a Calibrating Prior
dinvgausssub	Densities from MLE and RHP
dinvgauss_cp	Inverse Gauss Distribution, Predictions Based on a Calibrating Prior
dlnormsub	Densities from MLE and RHP
dlnorm_cp	Log-normal Distribution Predictions Based on a Calibrating Prior
dlnorm_dmgssub	Densities from MLE and RHP
dlnorm_dmgs_cp	Log-normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
dlnorm_p1	Normal-with-p1 density function
dlnorm_p1sub	Densities from MLE and RHP
dlnorm_p1_cp	Log-normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
dlogis2sub	Densities from MLE and RHP
dlogis_cp	Logistic Distribution Predictions Based on a Calibrating Prior
dlogis_p1	Logistic-with-p1 density function
dlogis_p1sub	Densities from MLE and RHP
dlogis_p1_cp	Logistic Distribution with a Predictor, Predictions Based on a Calibrating Prior
dlst_k3sub	Densities from MLE and RHP
dlst_k3_cp	t Distribution Predictions Based on a Calibrating Prior
dlst_p1k3	LST-with-p1 density function
dlst_p1k3sub	Densities from MLE and RHP
dlst_p1k3_cp	t Distribution with a Predictor, Predictions Based on a Calibrating Prior
dmgs	Evaluate DMGS equation 3.3
dnormsub	Densities from MLE and RHP
dnorm_cp	Normal Distribution Predictions Based on a Calibrating Prior
dnorm_dmgssub	Densities from MLE and RHP
dnorm_dmgs_cp	Normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
dnorm_p1	Normal-with-p1 density function
dnorm_p12	Normal-with-p12: Density function
dnorm_p12dmgs	Densities for 5 predictions
dnorm_p12_cp	Normal Distribution with Predictors on both Mean and Standard Deviation, with Parameter Uncertainty
dnorm_p1sub	Densities from MLE and RHP
dnorm_p1_cp	Normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
dnorm_p1_formula	Linear regression formula, densities
dpareto_k2_cp	Pareto Distribution Predictions Based on a Calibrating Prior
dpareto_k2_sub	Densities from MLE and RHP
dpareto_p1k2	pareto_k1-with-p2 density function
dpareto_p1k2sub	Densities from MLE and RHP
dpareto_p1k2_cp	Pareto Distribution with a Predictor, Predictions Based on a Calibrating Prior
dunif_cp	Uniform Distribution Predictions Based on a Calibrating Prior
dunif_formula	Predictive PDFs
dweibullsub	Densities from MLE and RHP
dweibull_cp	Weibull Distribution Predictions Based on a Calibrating Prior
dweibull_p2	Weibull-with-p1 density function
dweibull_p2sub	Densities from MLE and RHP
dweibull_p2_cp	weibull Distribution with a Predictor on the Scale Parameter, Predictions Based on a Calibrating Prior

-- E --

exp_cp	Exponential Distribution Predictions Based on a Calibrating Prior
exp_f1fa	The first derivative of the density
exp_f2fa	The second derivative of the density
exp_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_ldda	The second derivative of the normalized log-likelihood
exp_lddda	The third derivative of the normalized log-likelihood
exp_logf	Logf for RUST
exp_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
exp_p1fa	The first derivative of the cdf
exp_p1_cp	Exponential Distribution with a Predictor, Predictions Based on a Calibrating Prior
exp_p1_f1fa	The first derivative of the density for DMGS
exp_p1_f1fw	The first derivative of the density for WAIC
exp_p1_f2fa	The second derivative of the density for DMGS
exp_p1_f2fw	The second derivative of the density for WAIC
exp_p1_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_p1_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_p1_ldda	The second derivative of the normalized log-likelihood
exp_p1_lddda	The third derivative of the normalized log-likelihood
exp_p1_logf	Logf for RUST
exp_p1_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_p1_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_p1_loglik	observed log-likelihood function
exp_p1_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
exp_p1_means	exp distribution: RHP means
exp_p1_mu1fa	Minus the first derivative of the cdf, at alpha
exp_p1_mu2fa	Minus the second derivative of the cdf, at alpha
exp_p1_p1fa	The first derivative of the cdf
exp_p1_p2fa	The second derivative of the cdf
exp_p1_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_p1_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_p1_predictordata	Predicted Parameter and Generalized Residuals
exp_p1_waic	Waic
exp_p2fa	The second derivative of the cdf
exp_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_waic	Waicscores

-- F --

findnt	Find the number of predictors in the predictor
fixgevrange	Deal with situations in which the user wants d or p outside the GEV range
fixgpdrange	Deal with situations in which the user wants d or p outside the GPD range
frechet_k1_cp	Frechet Distribution Predictions Based on a Calibrating Prior
frechet_k1_f1fa	The first derivative of the density
frechet_k1_f2fa	The second derivative of the density
frechet_k1_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_k1_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_k1_ldda	The second derivative of the normalized log-likelihood
frechet_k1_lddda	The third derivative of the normalized log-likelihood
frechet_k1_logf	Logf for RUST
frechet_k1_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_k1_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_k1_mu1fa	Minus the first derivative of the cdf, at alpha
frechet_k1_mu2fa	Minus the second derivative of the cdf, at alpha
frechet_k1_p1fa	The first derivative of the cdf
frechet_k1_p2fa	The second derivative of the cdf
frechet_k1_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_k1_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_k1_waic	Waic
frechet_loglik	log-likelihood function
frechet_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
frechet_means	MLE and RHP predictive means
frechet_p2k1_cp	Frechet Distribution with Predictor, Predictions Based on a Calibrating Prior
frechet_p2k1_f1fa	The first derivative of the density for DMGS
frechet_p2k1_f1fw	The first derivative of the density for WAIC
frechet_p2k1_f2fa	The second derivative of the density for DMGS
frechet_p2k1_f2fw	The second derivative of the density for WAIC
frechet_p2k1_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_p2k1_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_p2k1_ldda	The second derivative of the normalized log-likelihood
frechet_p2k1_lddda	The third derivative of the normalized log-likelihood
frechet_p2k1_logf	Logf for RUST
frechet_p2k1_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_p2k1_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_p2k1_loglik	observed log-likelihood function
frechet_p2k1_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
frechet_p2k1_means	frechet_k1 distribution: RHP mean
frechet_p2k1_mu1fa	Minus the first derivative of the cdf, at alpha
frechet_p2k1_mu2fa	Minus the second derivative of the cdf, at alpha
frechet_p2k1_p1fa	The first derivative of the cdf
frechet_p2k1_p2fa	The second derivative of the cdf
frechet_p2k1_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_p2k1_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_p2k1_predictordata	Predicted Parameter and Generalized Residuals
frechet_p2k1_waic	Waic

-- G --

gamma_cp	Gamma Distribution Predictions Based on a Calibrating Prior
gamma_f1f	DMGS equation 3.3, f1 term
gamma_f1fa	The first derivative of the density
gamma_f2f	DMGS equation 3.3, f2 term
gamma_f2fa	The second derivative of the density
gamma_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gamma_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gamma_gg	Second derivative matrix of the expected log-likelihood
gamma_gmn	One component of the second derivative of the expected log-likelihood
gamma_ldd	Second derivative matrix of the normalized log-likelihood
gamma_ldda	The second derivative of the normalized log-likelihood
gamma_lddd	Third derivative tensor of the normalized log-likelihood
gamma_lddda	The third derivative of the normalized log-likelihood
gamma_lmn	One component of the second derivative of the normalized log-likelihood
gamma_lmnp	One component of the second derivative of the normalized log-likelihood
gamma_logf	Logf for RUST
gamma_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gamma_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gamma_loglik	log-likelihood function
gamma_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
gamma_means	MLE and RHP predictive means
gamma_mu1f	DMGS equation 3.3, mu1 term
gamma_mu2f	DMGS equation 3.3, mu2 term
gamma_p1f	DMGS equation 3.3, p1 term
gamma_p2f	DMGS equation 3.3, p2 term
gamma_waic	Waic
gev_boot	Bootstrap
gev_checkmle	Check MLE
gev_cp	Generalized Extreme Value Distribution, Predictions Based on a Calibrating Prior
gev_f1fa	The first derivative of the density
gev_f2fa	The second derivative of the density
gev_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k12_ppm_minusloglik	Temporary dummy for one of the ppm models
gev_k3_cp	Generalized Extreme Value Distribution with Known Shape, Predictions Based on a Calibrating Prior
gev_k3_f1fa	The first derivative of the density
gev_k3_f2fa	The second derivative of the density
gev_k3_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k3_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k3_ldda	The second derivative of the normalized log-likelihood
gev_k3_lddda	The third derivative of the normalized log-likelihood
gev_k3_logf	Logf for RUST
gev_k3_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k3_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k3_loglik	log-likelihood function
gev_k3_means	MLE and RHP means
gev_k3_mu1fa	Minus the first derivative of the cdf, at alpha
gev_k3_mu2fa	Minus the second derivative of the cdf, at alpha
gev_k3_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k3_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k3_waic	Waic
gev_ld12a	The combined derivative of the normalized log-likelihood
gev_lda	The first derivative of the normalized log-likelihood
gev_ldda	The second derivative of the normalized log-likelihood
gev_lddda	The third derivative of the normalized log-likelihood
gev_logf	Logf for RUST
gev_logfd	First derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_loglik	log-likelihood function
gev_means	Analytical Expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gev_mu1fa	Minus the first derivative of the cdf, at alpha
gev_mu2fa	Minus the second derivative of the cdf, at alpha
gev_p123_checkmle	Check MLE
gev_p123_cp	Generalized Extreme Value Distribution with Three Predictors, Predictions based on a Calibrating Prior
gev_p123_f1fa	The first derivative of the density for DMGS
gev_p123_f1fw	The first derivative of the density for WAIC
gev_p123_f2fa	The second derivative of the density for DMGS
gev_p123_f2fw	The second derivative of the density for WAIC
gev_p123_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p123_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p123_ldda	The second derivative of the normalized log-likelihood
gev_p123_lddda	The third derivative of the normalized log-likelihood
gev_p123_logf	Logf for RUST
gev_p123_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p123_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p123_loglik	observed log-likelihood function
gev_p123_means	Analytical expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gev_p123_mu1fa	Minus the first derivative of the cdf, at alpha
gev_p123_mu2fa	Minus the second derivative of the cdf, at alpha
gev_p123_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p123_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p123_predictordata	Predicted Parameter and Generalized Residuals
gev_p123_setics	Set initial conditions
gev_p123_waic	Waic
gev_p12k3_f1fa	The first derivative of the density for DMGS
gev_p12k3_f1fw	The first derivative of the density for WAIC
gev_p12k3_f2fa	The second derivative of the density for DMGS
gev_p12k3_f2fw	The second derivative of the density for WAIC
gev_p12k3_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12k3_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12k3_ldda	The second derivative of the normalized log-likelihood
gev_p12k3_lddda	The third derivative of the normalized log-likelihood
gev_p12k3_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12k3_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12k3_mu1fa	Minus the first derivative of the cdf, at alpha
gev_p12k3_mu2fa	Minus the second derivative of the cdf, at alpha
gev_p12k3_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12k3_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_checkmle	Check MLE
gev_p12_cp	Generalized Extreme Value Distribution with Two Predictors, Predictions based on a Calibrating Prior
gev_p12_f1fa	The first derivative of the density for DMGS
gev_p12_f1fw	The first derivative of the density for WAIC
gev_p12_f2fa	The second derivative of the density for DMGS
gev_p12_f2fw	The second derivative of the density for WAIC
gev_p12_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_ldda	The second derivative of the normalized log-likelihood
gev_p12_lddda	The third derivative of the normalized log-likelihood
gev_p12_logf	Logf for RUST
gev_p12_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_loglik	observed log-likelihood function
gev_p12_means	Analytical expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gev_p12_mu1fa	Minus the first derivative of the cdf, at alpha
gev_p12_mu2fa	Minus the second derivative of the cdf, at alpha
gev_p12_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_predictordata	Predicted Parameter and Generalized Residuals
gev_p12_setics	Set initial conditions
gev_p12_waic	Waic
gev_p1a_f1fa	The first derivative of the density for DMGS
gev_p1a_f1fw	The first derivative of the density for WAIC
gev_p1a_f2fa	The second derivative of the density for DMGS
gev_p1a_f2fw	The second derivative of the density for WAIC
gev_p1a_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1a_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1a_ldda	The second derivative of the normalized log-likelihood
gev_p1a_lddda	The third derivative of the normalized log-likelihood
gev_p1a_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1a_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1a_mu1fa	Minus the first derivative of the cdf, at alpha
gev_p1a_mu2fa	Minus the second derivative of the cdf, at alpha
gev_p1a_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1a_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1b_f1fa	The first derivative of the density for DMGS
gev_p1b_f1fw	The first derivative of the density for WAIC
gev_p1b_f2fa	The second derivative of the density for DMGS
gev_p1b_f2fw	The second derivative of the density for WAIC
gev_p1b_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1b_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1b_ldda	The second derivative of the normalized log-likelihood
gev_p1b_lddda	The third derivative of the normalized log-likelihood
gev_p1b_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1b_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1b_mu1fa	Minus the first derivative of the cdf, at alpha
gev_p1b_mu2fa	Minus the second derivative of the cdf, at alpha
gev_p1b_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1b_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1c_f1fa	The first derivative of the density for DMGS
gev_p1c_f1fw	The first derivative of the density for WAIC
gev_p1c_f2fa	The second derivative of the density for DMGS
gev_p1c_f2fw	The second derivative of the density for WAIC
gev_p1c_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1c_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1c_ldda	The second derivative of the normalized log-likelihood
gev_p1c_lddda	The third derivative of the normalized log-likelihood
gev_p1c_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1c_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1c_mu1fa	Minus the first derivative of the cdf, at alpha
gev_p1c_mu2fa	Minus the second derivative of the cdf, at alpha
gev_p1c_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1c_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_cp	GEV Distribution with Known Shape with a Predictor, Predictions Based on a Calibrating Prior
gev_p1k3_f1fa	The first derivative of the density for DMGS
gev_p1k3_f1fw	The first derivative of the density for WAIC
gev_p1k3_f2fa	The second derivative of the density for DMGS
gev_p1k3_f2fw	The second derivative of the density for WAIC
gev_p1k3_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_ldda	The second derivative of the normalized log-likelihood
gev_p1k3_lddda	The third derivative of the normalized log-likelihood
gev_p1k3_logf	Logf for RUST
gev_p1k3_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_loglik	GEV-with-known-shape-with-p1 observed log-likelihood function
gev_p1k3_means	Analytical expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gev_p1k3_mu1fa	Minus the first derivative of the cdf, at alpha
gev_p1k3_mu2fa	Minus the second derivative of the cdf, at alpha
gev_p1k3_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_predictordata	Predicted Parameter and Generalized Residuals
gev_p1k3_waic	Waic
gev_p1n_checkmle	Check MLE
gev_p1n_cp	Generalized Extreme Value Distribution with Multiple Predictors on the Location, Predictions Based on a Calibrating Prior
gev_p1n_logf	Logf for RUST
gev_p1n_loglik	observed log-likelihood function
gev_p1n_means	Analytical expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gev_p1n_n1_exampledata	GEV_p1n n=1 example data
gev_p1n_n2_exampledata	GEV_p1n n=2 example data
gev_p1n_predictordata	Predicted Parameter and Generalized Residuals
gev_p1n_setics	Set initial conditions
gev_p1n_waic	Waic
gev_p1_checkmle	Check MLE
gev_p1_cp	Generalized Extreme Value Distribution with a Single Predictor on the Location, Predictions Based on a Calibrating Prior
gev_p1_logf	Logf for RUST
gev_p1_loglik	observed log-likelihood function
gev_p1_means	Analytical expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gev_p1_predictordata	Predicted Parameter and Generalized Residuals
gev_p1_setics	Set initial conditions
gev_p1_waic	Waic
gev_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_pwm_params	PWM parameter estimation
gev_setics	Set initial conditions
gev_waic	Waic
gnorm_k3_cp	Generalized Normal Distribution Predictions Based on a Calibrating Prior
gnorm_k3_f1f	DMGS equation 3.3, f1 term
gnorm_k3_f1fa	The first derivative of the density
gnorm_k3_f2f	DMGS equation 3.3, f2 term
gnorm_k3_f2fa	The second derivative of the density
gnorm_k3_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gnorm_k3_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gnorm_k3_ldd	Second derivative matrix of the normalized log-likelihood
gnorm_k3_ldda	The second derivative of the normalized log-likelihood
gnorm_k3_lddd	Third derivative tensor of the normalized log-likelihood
gnorm_k3_lddda	The third derivative of the normalized log-likelihood
gnorm_k3_lmn	One component of the second derivative of the normalized log-likelihood
gnorm_k3_logf	Logf for RUST
gnorm_k3_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gnorm_k3_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gnorm_k3_loglik	log-likelihood function
gnorm_k3_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
gnorm_k3_mu1f	DMGS equation 3.3, mu1 term
gnorm_k3_mu2f	DMGS equation 3.3, mu2 term
gnorm_k3_p1f	DMGS equation 3.3, p1 term
gnorm_k3_p2f	DMGS equation 3.3, p2 term
gnorm_lmnp	One component of the second derivative of the normalized log-likelihood
gnorm_waic	Waic for RUST
gpd_k13_f1fa	The first derivative of the density
gpd_k13_f2fa	The second derivative of the density
gpd_k13_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k13_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k13_ldda	The second derivative of the normalized log-likelihood
gpd_k13_lddda	The third derivative of the normalized log-likelihood
gpd_k13_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k13_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k13_mu1fa	Minus the first derivative of the cdf, at alpha
gpd_k13_mu2fa	Minus the second derivative of the cdf, at alpha
gpd_k13_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k13_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_checkmle	Check MLE
gpd_k1_cp	Generalized Pareto Distribution with Known Location Parameter, Predictions Based on a Calibrating Prior
gpd_k1_f1fa	The first derivative of the density
gpd_k1_f2fa	The second derivative of the density
gpd_k1_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_ldda	The second derivative of the normalized log-likelihood
gpd_k1_lddda	The third derivative of the normalized log-likelihood
gpd_k1_logf	Logf for RUST
gpd_k1_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_loglik	log-likelihood function
gpd_k1_means	Analytical Expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gpd_k1_mu1fa	Minus the first derivative of the cdf, at alpha
gpd_k1_mu2fa	Minus the second derivative of the cdf, at alpha
gpd_k1_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_setics	Set initial conditions
gpd_k1_waic	Waic
gumbel_cp	Gumbel Distribution Predictions Based on a Calibrating Prior
gumbel_f1fa	The first derivative of the density
gumbel_f2fa	The second derivative of the density
gumbel_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_ldda	The second derivative of the normalized log-likelihood
gumbel_lddda	The third derivative of the normalized log-likelihood
gumbel_logf	Logf for RUST
gumbel_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_loglik	log-likelihood function
gumbel_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
gumbel_means	MLE and RHP predictive means
gumbel_mu1fa	Minus the first derivative of the cdf, at alpha
gumbel_mu2fa	Minus the second derivative of the cdf, at alpha
gumbel_p1fa	The first derivative of the cdf
gumbel_p1_cp	Gumbel Distribution with a Predictor, Predictions Based on a Calibrating Prior
gumbel_p1_f1fa	The first derivative of the density for DMGS
gumbel_p1_f1fw	The first derivative of the density for WAIC
gumbel_p1_f2fa	The second derivative of the density for DMGS
gumbel_p1_f2fw	The second derivative of the density for WAIC
gumbel_p1_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_p1_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_p1_ldda	The second derivative of the normalized log-likelihood
gumbel_p1_lddda	The third derivative of the normalized log-likelihood
gumbel_p1_logf	Logf for RUST
gumbel_p1_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_p1_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_p1_loglik	observed log-likelihood function
gumbel_p1_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
gumbel_p1_means	Gumbel distribution: RHP mean
gumbel_p1_mu1fa	Minus the first derivative of the cdf, at alpha
gumbel_p1_mu2fa	Minus the second derivative of the cdf, at alpha
gumbel_p1_p1fa	The first derivative of the cdf
gumbel_p1_p2fa	The second derivative of the cdf
gumbel_p1_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_p1_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_p1_predictordata	Predicted Parameter and Generalized Residuals
gumbel_p1_waic	Waic
gumbel_p2fa	The second derivative of the cdf
gumbel_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_waic	Waic

-- H --

halfnorm_cp	Half-Normal Distribution Predictions Based on a Calibrating Prior
halfnorm_f1f	DMGS equation 2.1, f1 term
halfnorm_f1fa	The first derivative of the density
halfnorm_f2f	DMGS equation 2.1, f2 term
halfnorm_f2fa	The second derivative of the density
halfnorm_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
halfnorm_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
halfnorm_gg	Expected information matrix
halfnorm_gg11	Second derivative of the expected log-likelihood
halfnorm_l111	Third derivative of the normalized log-likelihood
halfnorm_ldd	The second derivative of the normalized log-likelihood
halfnorm_ldda	The second derivative of the normalized log-likelihood
halfnorm_lddd	Third derivative tensor of the log-likelihood
halfnorm_lddda	The third derivative of the normalized log-likelihood
halfnorm_logf	Logf for RUST
halfnorm_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
halfnorm_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
halfnorm_loglik	Log-likelihood function
halfnorm_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
halfnorm_means	MLE and RHP predictive means RHP mean based on the expectation of DMGS equation 2.1
halfnorm_mu1f	DMGS equation 3.3, mu1 term
halfnorm_mu2f	DMGS equation 3.3, mu2 term
halfnorm_p1f	DMGS equation 2.1, p1 term
halfnorm_p2f	DMGS equation 2.1, p2 term
halfnorm_waic	Waic

-- I --

ifvectorthenmatrix	If a variable is a vector, convert it to a matrix
invgamma_cp	Inverse Gamma Distribution, Predictions Based on a Calibrating Prior
invgamma_f1f	DMGS equation 3.3, f1 term
invgamma_f1fa	The first derivative of the density
invgamma_f2f	DMGS equation 3.3, f2 term
invgamma_f2fa	The second derivative of the density
invgamma_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgamma_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgamma_ldd	Second derivative matrix of the normalized log-likelihood
invgamma_ldda	The second derivative of the normalized log-likelihood
invgamma_lddd	Third derivative tensor of the normalized log-likelihood
invgamma_lddda	The third derivative of the normalized log-likelihood
invgamma_lmn	One component of the second derivative of the normalized log-likelihood
invgamma_lmnp	One component of the second derivative of the normalized log-likelihood
invgamma_logf	Logf for RUST
invgamma_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgamma_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgamma_loglik	log-likelihood function
invgamma_logscores	Log scores for MLE and cp predictions calculated using leave-one-out
invgamma_mu1f	DMGS equation 3.3, mu1 term
invgamma_mu2f	DMGS equation 3.3, mu2 term
invgamma_p1f	DMGS equation 3.3, p1 term
invgamma_p2f	DMGS equation 3.3, p2 term
invgamma_waic	Waic
invgauss_cp	Inverse Gauss Distribution, Predictions Based on a Calibrating Prior
invgauss_f1f	DMGS equation 3.3, f1 term
invgauss_f1fa	The first derivative of the density
invgauss_f2f	DMGS equation 3.3, f2 term
invgauss_f2fa	The second derivative of the density
invgauss_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgauss_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgauss_ldd	Second derivative matrix of the normalized log-likelihood
invgauss_ldda	The second derivative of the normalized log-likelihood
invgauss_lddd	Third derivative tensor of the normalized log-likelihood
invgauss_lddda	The third derivative of the normalized log-likelihood
invgauss_lmn	One component of the second derivative of the normalized log-likelihood
invgauss_lmnp	One component of the second derivative of the normalized log-likelihood
invgauss_logf	Logf for RUST
invgauss_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgauss_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgauss_loglik	log-likelihood function
invgauss_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
invgauss_means	MLE and RHP predictive means
invgauss_mu1f	DMGS equation 3.3, mu1 term
invgauss_mu2f	DMGS equation 3.3, mu2 term
invgauss_p1f	DMGS equation 3.3, p1 term
invgauss_p2f	DMGS equation 3.3, p2 term
invgauss_waic	Waic

-- J --

jpf2p	Jeffreys' Prior with two parameters
jpf3p	Jeffreys' Prior with three parameters
jpf4p	Jeffreys' Prior with four parameters

-- L --

lnorm_cp	Log-normal Distribution Predictions Based on a Calibrating Prior
lnorm_dmgs_cp	Log-normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
lnorm_dmgs_loglik	log-likelihood function
lnorm_dmgs_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
lnorm_dmgs_means	MLE and RHP predictive means
lnorm_dmgs_waic	Waic
lnorm_f1fa	The first derivative of the density
lnorm_f2fa	The second derivative of the density
lnorm_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_ldda	The second derivative of the normalized log-likelihood
lnorm_lddda	The third derivative of the normalized log-likelihood
lnorm_logf	Logf for RUST
lnorm_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
lnorm_mu1fa	Minus the first derivative of the cdf, at alpha
lnorm_mu2fa	Minus the second derivative of the cdf, at alpha
lnorm_p1fa	The first derivative of the cdf
lnorm_p1_cp	Log-normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
lnorm_p1_f1fa	The first derivative of the density for DMGS
lnorm_p1_f1fw	The first derivative of the density for WAIC
lnorm_p1_f2fa	The second derivative of the density for DMGS
lnorm_p1_f2fw	The second derivative of the density for WAIC
lnorm_p1_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_p1_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_p1_ldda	The second derivative of the normalized log-likelihood
lnorm_p1_lddda	The third derivative of the normalized log-likelihood
lnorm_p1_logf	Logf for RUST
lnorm_p1_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_p1_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_p1_loglik	Log-normal-with-p1 observed log-likelihood function
lnorm_p1_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
lnorm_p1_mu1fa	Minus the first derivative of the cdf, at alpha
lnorm_p1_mu2fa	Minus the second derivative of the cdf, at alpha
lnorm_p1_p1fa	The first derivative of the cdf
lnorm_p1_p2fa	The second derivative of the cdf
lnorm_p1_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_p1_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_p1_predictordata	Predicted Parameter and Generalized Residuals
lnorm_p1_waic	Waic
lnorm_p2fa	The second derivative of the cdf
lnorm_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_waic	Waic for RUST
logis_cp	Logistic Distribution Predictions Based on a Calibrating Prior
logis_f1fa	The first derivative of the density
logis_f2fa	The second derivative of the density
logis_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_ldda	The second derivative of the normalized log-likelihood
logis_lddda	The third derivative of the normalized log-likelihood
logis_logf	Logf for RUST
logis_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_loglik	log-likelihood function
logis_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
logis_mu1fa	Minus the first derivative of the cdf, at alpha
logis_mu2fa	Minus the second derivative of the cdf, at alpha
logis_p1fa	The first derivative of the cdf
logis_p1_cp	Logistic Distribution with a Predictor, Predictions Based on a Calibrating Prior
logis_p1_f1fa	The first derivative of the density for DMGS
logis_p1_f1fw	The first derivative of the density for WAIC
logis_p1_f2fa	The second derivative of the density for DMGS
logis_p1_f2fw	The second derivative of the density for WAIC
logis_p1_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_p1_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_p1_ldda	The second derivative of the normalized log-likelihood
logis_p1_lddda	The third derivative of the normalized log-likelihood
logis_p1_logf	Logf for RUST
logis_p1_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_p1_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_p1_loglik	Logistic-with-p1 observed log-likelihood function
logis_p1_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
logis_p1_means	Logistic distribution: RHP mean
logis_p1_mu1fa	Minus the first derivative of the cdf, at alpha
logis_p1_mu2fa	Minus the second derivative of the cdf, at alpha
logis_p1_p1fa	The first derivative of the cdf
logis_p1_p2fa	The second derivative of the cdf
logis_p1_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_p1_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_p1_predictordata	Predicted Parameter and Generalized Residuals
logis_p1_waic	Waic
logis_p2fa	The second derivative of the cdf
logis_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_waic	Waic
lst_k3_cp	t Distribution Predictions Based on a Calibrating Prior
lst_k3_f1f	DMGS equation 3.3, f1 term
lst_k3_f1fa	The first derivative of the density
lst_k3_f2f	DMGS equation 3.3, f2 term
lst_k3_f2fa	The second derivative of the density
lst_k3_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_k3_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_k3_ldd	Second derivative matrix of the normalized log-likelihood
lst_k3_ldda	The second derivative of the normalized log-likelihood
lst_k3_lddd	Third derivative tensor of the normalized log-likelihood
lst_k3_lddda	The third derivative of the normalized log-likelihood
lst_k3_lmn	One component of the second derivative of the normalized log-likelihood
lst_k3_lmnp	One component of the third derivative of the normalized log-likelihood
lst_k3_logf	Logf for RUST
lst_k3_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_k3_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_k3_loglik	log-likelihood function
lst_k3_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
lst_k3_mu1f	DMGS equation 3.3, mu1 term
lst_k3_mu2f	DMGS equation 3.3, mu2 term
lst_k3_p1f	DMGS equation 3.3, p1 term
lst_k3_p2f	DMGS equation 3.3, p2 term
lst_k3_waic	Waic
lst_p1k3_cp	t Distribution with a Predictor, Predictions Based on a Calibrating Prior
lst_p1k3_f1f	DMGS equation 2.1, f1 term
lst_p1k3_f1fa	The first derivative of the density for DMGS
lst_p1k3_f1fw	The first derivative of the densityfor WAIC
lst_p1k3_f2f	DMGS equation 2.1, f2 term
lst_p1k3_f2fa	The second derivative of the density for DMGS
lst_p1k3_f2fw	The second derivative of the density for WAIC
lst_p1k3_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_p1k3_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_p1k3_ldd	Second derivative matrix of the normalized log-likelihood
lst_p1k3_ldda	The second derivative of the normalized log-likelihood
lst_p1k3_lddd	Third derivative tensor of the normalized log-likelihood
lst_p1k3_lddda	The third derivative of the normalized log-likelihood
lst_p1k3_lmn	One component of the second derivative of the normalized log-likelihood
lst_p1k3_lmnp	One component of the second derivative of the normalized log-likelihood
lst_p1k3_logf	Logf for RUST
lst_p1k3_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_p1k3_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_p1k3_loglik	LST-with-p1 observed log-likelihood function
lst_p1k3_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
lst_p1k3_mu1f	DMGS equation 3.3, mu1 term
lst_p1k3_mu2f	DMGS equation 3.3, mu2 term
lst_p1k3_p1f	DMGS equation 2.1, p1 term
lst_p1k3_p2f	DMGS equation 2.1, p2 term
lst_p1k3_predictordata	Predicted Parameter and Generalized Residuals
lst_p1k3_setics	Set initial conditions
lst_p1k3_waic	Waic

-- M --

makebetat0	Calculate the location parameter when there are predictors (single time point)
makebetatm	Calculate the location parameter when there are predictors (multiple time points)
makemuhat0	Make muhat0
makeq	Calculates quantiles from simulations by inverting the Hazen CDF
maket0	Determine t0
maketresid0	Make ta0
make_cwaic	Make WAIC
make_maic	Calculate MAIC
make_se	Make Standard Errors from lddi
make_waic	Make WAIC
man	A blank function I use for setting up the man page information
man1f	Return message for f1f, p1f, mu1f
man2f	Return message for f2f, p2f, mu2f
manboot	Return message for boot
mancheckmle	Return message for checkmle
mandsub	Return message for dsub
manf	Blank function I use for setting up the man page information for the functions
manldd	Return message for ldd
manlddd	Return message for lddd
manlnn	Return message for lnn
manlnnn	Return message for lnnn
manlogf	Return message for Logf
manloglik	Return message for loglik
manlogscores	Return message for logscores
manmeans	Return message for means
manpredictor	Return message for predictor.
manvector	Return message for vector
manwaic	Return message for WAIC
movexiawayfromzero	Move xi away from zero a bit
ms_flat_1tail	Illustration of Model Selection Among 10 One Tail Distributions from the 'fitdistcp' Package
ms_flat_2tail	Illustration of Model Selection Among 18 Distributions from the 'fitdistcp' Package
ms_predictors_1tail	Model Selection Among 5 Distributions with predictors from the 'fitdistcp' Package
ms_predictors_2tail	Model Selection Among 6 Distributions with predictors from the 'fitdistcp' Package

-- N --

nopdfcdfmsg	Message to explain why GEV and GPD 'd***' and 'p***' routines don't return DMGS pdfs and cdfs
norm_boot	Bootstrap
norm_cp	Normal Distribution Predictions Based on a Calibrating Prior
norm_dmgs_cp	Normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
norm_dmgs_loglik	log-likelihood function
norm_dmgs_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
norm_dmgs_means	MLE and RHP predictive means
norm_dmgs_waic	Waic
norm_f1fa	The first derivative of the density
norm_f2fa	The second derivative of the density
norm_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_ldda	The second derivative of the normalized log-likelihood
norm_lddda	The third derivative of the normalized log-likelihood
norm_logf	Logf for RUST
norm_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
norm_ml_params	Maximum likelihood estimator
norm_mu1fa	Minus the first derivative of the cdf, at alpha
norm_mu2fa	Minus the second derivative of the cdf, at alpha
norm_p12_boot	Bootstrap
norm_p12_checkmle	Check MLE
norm_p12_cp	Normal Distribution with Predictors on both Mean and Standard Deviation, with Parameter Uncertainty
norm_p12_exampledata	Norm_p12 example data
norm_p12_f1fa	The first derivative of the density for DMGS
norm_p12_f1fw	The first derivative of the density for WAIC
norm_p12_f2fa	The second derivative of the density for DMGS
norm_p12_f2fw	The second derivative of the density for WAIC
norm_p12_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p12_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p12_ldda	The second derivative of the normalized log-likelihood
norm_p12_lddda	The third derivative of the normalized log-likelihood
norm_p12_logf	Logf for RUST
norm_p12_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p12_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p12_loglik	observed log-likelihood function
norm_p12_logscores	Log scores for 5 predictions calculated using leave-one-out
norm_p12_mu1fa	Minus the first derivative of the cdf, at alpha
norm_p12_mu2fa	Minus the second derivative of the cdf, at alpha
norm_p12_p1fa	The first derivative of the cdf
norm_p12_p2fa	The second derivative of the cdf
norm_p12_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p12_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p12_predictordata	Predicted Parameter and Generalized Residuals
norm_p12_setics	Set initial conditions
norm_p12_waic	Waic
norm_p1fa	The first derivative of the cdf
norm_p1_cp	Normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
norm_p1_f1fa	The first derivative of the density for DMGS
norm_p1_f1fw	The first derivative of the density for WAIC
norm_p1_f2fa	The second derivative of the density for DMGS
norm_p1_f2fw	The second derivative of the density for WAIC
norm_p1_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p1_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p1_ldda	The second derivative of the normalized log-likelihood
norm_p1_lddda	The third derivative of the normalized log-likelihood
norm_p1_logf	Logf for RUST
norm_p1_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p1_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p1_loglik	Normal-with-p1 observed log-likelihood function
norm_p1_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
norm_p1_mlparams	Maximum likelihood estimator
norm_p1_mu1fa	Minus the first derivative of the cdf, at alpha
norm_p1_mu2fa	Minus the second derivative of the cdf, at alpha
norm_p1_p1fa	The first derivative of the cdf
norm_p1_p2fa	The second derivative of the cdf
norm_p1_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p1_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p1_predictordata	Predicted Parameter and Generalized Residuals
norm_p1_waic	Waic
norm_p2fa	The second derivative of the cdf
norm_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_unbiasedv_params	Method of moments estimator
norm_waic	Waic

-- P --

pareto_k2_cp	Pareto Distribution Predictions Based on a Calibrating Prior
pareto_k2_f1fa	The first derivative of the density
pareto_k2_f2fa	The second derivative of the density
pareto_k2_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_k2_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_k2_ldda	The second derivative of the normalized log-likelihood
pareto_k2_lddda	The third derivative of the normalized log-likelihood
pareto_k2_logf	Logf for RUST
pareto_k2_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_k2_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_k2_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
pareto_k2_ml_params	Maximum likelihood estimator
pareto_k2_mu1fa	Minus the first derivative of the cdf, at alpha
pareto_k2_mu2fa	Minus the second derivative of the cdf, at alpha
pareto_k2_p1fa	The first derivative of the cdf
pareto_k2_p2fa	The second derivative of the cdf
pareto_k2_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_k2_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_k2_waic	Waic
pareto_p1k2_cp	Pareto Distribution with a Predictor, Predictions Based on a Calibrating Prior
pareto_p1k2_f1fa	The first derivative of the density for DMGS
pareto_p1k2_f1fw	The first derivative of the density for WAIC
pareto_p1k2_f2fa	The second derivative of the density for DMGS
pareto_p1k2_f2fw	The second derivative of the density for WAIC
pareto_p1k2_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_p1k2_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_p1k2_ldda	The second derivative of the normalized log-likelihood
pareto_p1k2_lddda	The third derivative of the normalized log-likelihood
pareto_p1k2_logf	Logf for RUST
pareto_p1k2_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_p1k2_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_p1k2_loglik	observed log-likelihood function
pareto_p1k2_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
pareto_p1k2_means	pareto_k1 distribution: RHP mean
pareto_p1k2_mu1fa	Minus the first derivative of the cdf, at alpha
pareto_p1k2_mu2fa	Minus the second derivative of the cdf, at alpha
pareto_p1k2_p1fa	The first derivative of the cdf
pareto_p1k2_p2fa	The second derivative of the cdf
pareto_p1k2_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_p1k2_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_p1k2_predictordata	Predicted Parameter and Generalized Residuals
pareto_p1k2_waic	Waic
pcauchy_cp	Cauchy Distribution Predictions Based on a Calibrating Prior
pcauchy_p1	Cauchy-with-p1 distribution function
pcauchy_p1_cp	Cauchy Distribution with a Predictor, Predictions Based on a Calibrating Prior
pexp_cp	Exponential Distribution Predictions Based on a Calibrating Prior
pexp_p1	Exponential-with-p1 distribution function
pexp_p1_cp	Exponential Distribution with a Predictor, Predictions Based on a Calibrating Prior
pfrechet_k1_cp	Frechet Distribution Predictions Based on a Calibrating Prior
pfrechet_p2k1	Frechet_k1-with-p2 distribution function
pfrechet_p2k1_cp	Frechet Distribution with Predictor, Predictions Based on a Calibrating Prior
pgamma_cp	Gamma Distribution Predictions Based on a Calibrating Prior
pgev_cp	Generalized Extreme Value Distribution, Predictions Based on a Calibrating Prior
pgev_k3_cp	Generalized Extreme Value Distribution with Known Shape, Predictions Based on a Calibrating Prior
pgev_p1	GEVD-with-p1: Distribution function
pgev_p12	GEVD-with-p1: Distribution function
pgev_p123	GEVD-with-p1: Distribution function
pgev_p123_cp	Generalized Extreme Value Distribution with Three Predictors, Predictions based on a Calibrating Prior
pgev_p12_cp	Generalized Extreme Value Distribution with Two Predictors, Predictions based on a Calibrating Prior
pgev_p1k3	GEV-with-known-shape-with-p1 distribution function
pgev_p1k3_cp	GEV Distribution with Known Shape with a Predictor, Predictions Based on a Calibrating Prior
pgev_p1n	GEVD-with-p1: Distribution function
pgev_p1n_cp	Generalized Extreme Value Distribution with Multiple Predictors on the Location, Predictions Based on a Calibrating Prior
pgev_p1_cp	Generalized Extreme Value Distribution with a Single Predictor on the Location, Predictions Based on a Calibrating Prior
pgnorm_k3_cp	Generalized Normal Distribution Predictions Based on a Calibrating Prior
pgpd_k1_cp	Generalized Pareto Distribution with Known Location Parameter, Predictions Based on a Calibrating Prior
pgumbel_cp	Gumbel Distribution Predictions Based on a Calibrating Prior
pgumbel_p1	Gumbel-with-p1 distribution function
pgumbel_p1_cp	Gumbel Distribution with a Predictor, Predictions Based on a Calibrating Prior
phalfnorm_cp	Half-Normal Distribution Predictions Based on a Calibrating Prior
pinvgamma_cp	Inverse Gamma Distribution, Predictions Based on a Calibrating Prior
pinvgauss_cp	Inverse Gauss Distribution, Predictions Based on a Calibrating Prior
plnorm_cp	Log-normal Distribution Predictions Based on a Calibrating Prior
plnorm_dmgs_cp	Log-normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
plnorm_p1	Normal-with-p1 distribution function
plnorm_p1_cp	Log-normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
plogis_cp	Logistic Distribution Predictions Based on a Calibrating Prior
plogis_p1	Logistic-with-p1 distribution function
plogis_p1_cp	Logistic Distribution with a Predictor, Predictions Based on a Calibrating Prior
plst_k3_cp	t Distribution Predictions Based on a Calibrating Prior
plst_p1k3	LST-with-p1 distribution function
plst_p1k3_cp	t Distribution with a Predictor, Predictions Based on a Calibrating Prior
pnorm_cp	Normal Distribution Predictions Based on a Calibrating Prior
pnorm_dmgs_cp	Normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
pnorm_p1	Normal-with-p1 distribution function
pnorm_p12	Normal-with-p12: Distribution function
pnorm_p12_cp	Normal Distribution with Predictors on both Mean and Standard Deviation, with Parameter Uncertainty
pnorm_p1_cp	Normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
pnorm_p1_formula	Linear regression formula, densities
ppareto_k2_cp	Pareto Distribution Predictions Based on a Calibrating Prior
ppareto_p1k2	pareto_k1-with-p2 distribution function
ppareto_p1k2_cp	Pareto Distribution with a Predictor, Predictions Based on a Calibrating Prior
punif_cp	Uniform Distribution Predictions Based on a Calibrating Prior
punif_formula	Predictive CDFs
pweibull_cp	Weibull Distribution Predictions Based on a Calibrating Prior
pweibull_p2	Weibull-with-p1 distribution function
pweibull_p2_cp	weibull Distribution with a Predictor on the Scale Parameter, Predictions Based on a Calibrating Prior

-- Q --

qcauchy_cp	Cauchy Distribution Predictions Based on a Calibrating Prior
qcauchy_p1	Cauchy-with-p1 quantile function
qcauchy_p1_cp	Cauchy Distribution with a Predictor, Predictions Based on a Calibrating Prior
qexp_cp	Exponential Distribution Predictions Based on a Calibrating Prior
qexp_p1	-with-p1 quantile function
qexp_p1_cp	Exponential Distribution with a Predictor, Predictions Based on a Calibrating Prior
qfrechet_k1_cp	Frechet Distribution Predictions Based on a Calibrating Prior
qfrechet_p2k1	Frechet_k1-with-p2 quantile function
qfrechet_p2k1_cp	Frechet Distribution with Predictor, Predictions Based on a Calibrating Prior
qgamma_cp	Gamma Distribution Predictions Based on a Calibrating Prior
qgamma_k1_ppm	Temporary dummy for one of the cp models
qgamma_ppm	Temporary dummy for one of the ppm models
qgev_cp	Generalized Extreme Value Distribution, Predictions Based on a Calibrating Prior
qgev_k12_ppm	Temporary dummy for one of the ppm models
qgev_k3_cp	Generalized Extreme Value Distribution with Known Shape, Predictions Based on a Calibrating Prior
qgev_mpd_ppm	Temporary dummy for one of the ppm models
qgev_p1	GEVD-with-p1: Quantile function
qgev_p12	GEVD-with-p1: Quantile function
qgev_p123	GEVD-with-p1: Quantile function
qgev_p123_cp	Generalized Extreme Value Distribution with Three Predictors, Predictions based on a Calibrating Prior
qgev_p12_cp	Generalized Extreme Value Distribution with Two Predictors, Predictions based on a Calibrating Prior
qgev_p1k3	GEV-with-known-shape-with-p1 quantile function
qgev_p1k3_cp	GEV Distribution with Known Shape with a Predictor, Predictions Based on a Calibrating Prior
qgev_p1n	GEVD-with-p1: Quantile function
qgev_p1n_cp	Generalized Extreme Value Distribution with Multiple Predictors on the Location, Predictions Based on a Calibrating Prior
qgev_p1_cp	Generalized Extreme Value Distribution with a Single Predictor on the Location, Predictions Based on a Calibrating Prior
qgev_p1_ppm	Temporary dummy for one of the ppm models
qgev_ppm	Temporary dummy for one of the ppm models
qgnorm_k3_cp	Generalized Normal Distribution Predictions Based on a Calibrating Prior
qgpd_k1_cp	Generalized Pareto Distribution with Known Location Parameter, Predictions Based on a Calibrating Prior
qgpd_k1_ppm	Temporary dummy for one of the ppm models
qgumbel_cp	Gumbel Distribution Predictions Based on a Calibrating Prior
qgumbel_p1	Gumbel-with-p1 quantile function
qgumbel_p1_cp	Gumbel Distribution with a Predictor, Predictions Based on a Calibrating Prior
qhalfnorm_cp	Half-Normal Distribution Predictions Based on a Calibrating Prior
qinvgamma_cp	Inverse Gamma Distribution, Predictions Based on a Calibrating Prior
qinvgauss_cp	Inverse Gauss Distribution, Predictions Based on a Calibrating Prior
qlnorm_cp	Log-normal Distribution Predictions Based on a Calibrating Prior
qlnorm_dmgs_cp	Log-normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
qlnorm_p1	Normal-with-p1 quantile function
qlnorm_p1_cp	Log-normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
qlogis_cp	Logistic Distribution Predictions Based on a Calibrating Prior
qlogis_p1	Logistic-with-p1 quantile function
qlogis_p1_cp	Logistic Distribution with a Predictor, Predictions Based on a Calibrating Prior
qlst_k3_cp	t Distribution Predictions Based on a Calibrating Prior
qlst_p1k3	LST-with-p1 quantile function
qlst_p1k3_cp	t Distribution with a Predictor, Predictions Based on a Calibrating Prior
qnorm_cp	Normal Distribution Predictions Based on a Calibrating Prior
qnorm_dmgs_cp	Normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
qnorm_p1	Normal-with-p1 quantile function
qnorm_p12	Normal-with-p12: Quantile function
qnorm_p12_cp	Normal Distribution with Predictors on both Mean and Standard Deviation, with Parameter Uncertainty
qnorm_p1_cp	Normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
qnorm_p1_formula	Linear regression formula, quantiles
qntt_ppm	Temporary dummy for one of the ppm models
qpareto_k2_cp	Pareto Distribution Predictions Based on a Calibrating Prior
qpareto_p1k2	pareto_k1-with-p2 quantile function
qpareto_p1k2_cp	Pareto Distribution with a Predictor, Predictions Based on a Calibrating Prior
qunif_cp	Uniform Distribution Predictions Based on a Calibrating Prior
qunif_formula	Predictive Quantiles
qweibull_cp	Weibull Distribution Predictions Based on a Calibrating Prior
qweibull_p2	Weibull-with-p1 quantile function
qweibull_p2_cp	weibull Distribution with a Predictor on the Scale Parameter, Predictions Based on a Calibrating Prior

-- R --

rcauchy_cp	Cauchy Distribution Predictions Based on a Calibrating Prior
rcauchy_p1_cp	Cauchy Distribution with a Predictor, Predictions Based on a Calibrating Prior
reltest	Evaluation of Reliability for Models in the 'fitdistcp' Package
reltest2	Evaluation of Reliability for Certain Additional Models in the 'fitdistcp' Package
reltest2_cases	Cases
reltest2_makeep	Cases
reltest2_plot	Plotting routine for reltest2
reltest2_predict	Make prediction from one model
reltest2_simulate	Random training data from one model
reltest_makeep	Calculate EP from one model
reltest_makemaxep	Calculate MaxEP from one model
reltest_params	Set default params for the chosen model
reltest_predict	Make prediction from one model
reltest_simulate	Random training data from one model
rexp_cp	Exponential Distribution Predictions Based on a Calibrating Prior
rexp_p1_cp	Exponential Distribution with a Predictor, Predictions Based on a Calibrating Prior
rfrechet_k1_cp	Frechet Distribution Predictions Based on a Calibrating Prior
rfrechet_p2k1_cp	Frechet Distribution with Predictor, Predictions Based on a Calibrating Prior
rgamma_cp	Gamma Distribution Predictions Based on a Calibrating Prior
rgev_cp	Generalized Extreme Value Distribution, Predictions Based on a Calibrating Prior
rgev_k3_cp	Generalized Extreme Value Distribution with Known Shape, Predictions Based on a Calibrating Prior
rgev_minmax	rgev but with maxlik xi guaranteed within bounds
rgev_p123_cp	Generalized Extreme Value Distribution with Three Predictors, Predictions based on a Calibrating Prior
rgev_p123_minmax	rgev for gev_p123 but with maxlik xi within bounds
rgev_p12_cp	Generalized Extreme Value Distribution with Two Predictors, Predictions based on a Calibrating Prior
rgev_p12_minmax	rgev for gev_p12 but with maxlik xi within bounds
rgev_p1k3_cp	GEV Distribution with Known Shape with a Predictor, Predictions Based on a Calibrating Prior
rgev_p1n_cp	Generalized Extreme Value Distribution with Multiple Predictors on the Location, Predictions Based on a Calibrating Prior
rgev_p1n_minmax	rgev for gev_p1n but with maxlik xi within bounds
rgev_p1_cp	Generalized Extreme Value Distribution with a Single Predictor on the Location, Predictions Based on a Calibrating Prior
rgev_p1_minmax	rgev for gev_p1 but with maxlik xi within bounds
rgnorm_k3_cp	Generalized Normal Distribution Predictions Based on a Calibrating Prior
rgpd_k1_cp	Generalized Pareto Distribution with Known Location Parameter, Predictions Based on a Calibrating Prior
rgpd_k1_minmax	rgpd for gpd_k1 but with maxlik xi within bounds
rgumbel_cp	Gumbel Distribution Predictions Based on a Calibrating Prior
rgumbel_p1_cp	Gumbel Distribution with a Predictor, Predictions Based on a Calibrating Prior
rhalfnorm_cp	Half-Normal Distribution Predictions Based on a Calibrating Prior
rhp_dmgs_cpmethod	Generates a comment about the method
rinvgamma_cp	Inverse Gamma Distribution, Predictions Based on a Calibrating Prior
rinvgauss_cp	Inverse Gauss Distribution, Predictions Based on a Calibrating Prior
rlnorm_cp	Log-normal Distribution Predictions Based on a Calibrating Prior
rlnorm_dmgs_cp	Log-normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
rlnorm_p1_cp	Log-normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
rlogis_cp	Logistic Distribution Predictions Based on a Calibrating Prior
rlogis_p1_cp	Logistic Distribution with a Predictor, Predictions Based on a Calibrating Prior
rlst_k3_cp	t Distribution Predictions Based on a Calibrating Prior
rlst_p1k3_cp	t Distribution with a Predictor, Predictions Based on a Calibrating Prior
rnorm_cp	Normal Distribution Predictions Based on a Calibrating Prior
rnorm_dmgs_cp	Normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
rnorm_p12_cp	Normal Distribution with Predictors on both Mean and Standard Deviation, with Parameter Uncertainty
rnorm_p1_cp	Normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
rpareto_k2_cp	Pareto Distribution Predictions Based on a Calibrating Prior
rpareto_p1k2_cp	Pareto Distribution with a Predictor, Predictions Based on a Calibrating Prior
runif_cp	Uniform Distribution Predictions Based on a Calibrating Prior
rust_pumethod	Generates a comment about the method
rweibull_cp	Weibull Distribution Predictions Based on a Calibrating Prior
rweibull_p2_cp	weibull Distribution with a Predictor on the Scale Parameter, Predictions Based on a Calibrating Prior

-- T --

tcauchy_cp	Cauchy Distribution Predictions Based on a Calibrating Prior
tcauchy_p1_cp	Cauchy Distribution with a Predictor, Predictions Based on a Calibrating Prior
testppm_plot	Plotting routine for testppm
texp_cp	Exponential Distribution Predictions Based on a Calibrating Prior
texp_p1_cp	Exponential Distribution with a Predictor, Predictions Based on a Calibrating Prior
tfrechet_k1_cp	Frechet Distribution Predictions Based on a Calibrating Prior
tfrechet_p2k1_cp	Frechet Distribution with Predictor, Predictions Based on a Calibrating Prior
tgamma_cp	Gamma Distribution Predictions Based on a Calibrating Prior
tgev_cp	Generalized Extreme Value Distribution, Predictions Based on a Calibrating Prior
tgev_k3_cp	Generalized Extreme Value Distribution with Known Shape, Predictions Based on a Calibrating Prior
tgev_p123_cp	Generalized Extreme Value Distribution with Three Predictors, Predictions based on a Calibrating Prior
tgev_p12_cp	Generalized Extreme Value Distribution with Two Predictors, Predictions based on a Calibrating Prior
tgev_p1k3_cp	GEV Distribution with Known Shape with a Predictor, Predictions Based on a Calibrating Prior
tgev_p1n_cp	Generalized Extreme Value Distribution with Multiple Predictors on the Location, Predictions Based on a Calibrating Prior
tgev_p1_cp	Generalized Extreme Value Distribution with a Single Predictor on the Location, Predictions Based on a Calibrating Prior
tgnorm_k3_cp	Generalized Normal Distribution Predictions Based on a Calibrating Prior
tgpd_k1_cp	Generalized Pareto Distribution with Known Location Parameter, Predictions Based on a Calibrating Prior
tgumbel_cp	Gumbel Distribution Predictions Based on a Calibrating Prior
tgumbel_p1_cp	Gumbel Distribution with a Predictor, Predictions Based on a Calibrating Prior
thalfnorm_cp	Half-Normal Distribution Predictions Based on a Calibrating Prior
tinvgamma_cp	Inverse Gamma Distribution, Predictions Based on a Calibrating Prior
tinvgauss_cp	Inverse Gauss Distribution, Predictions Based on a Calibrating Prior
tlnorm_cp	Log-normal Distribution Predictions Based on a Calibrating Prior
tlnorm_p1_cp	Log-normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
tlogis_cp	Logistic Distribution Predictions Based on a Calibrating Prior
tlogis_p1_cp	Logistic Distribution with a Predictor, Predictions Based on a Calibrating Prior
tlst_k3_cp	t Distribution Predictions Based on a Calibrating Prior
tlst_p1k3_cp	t Distribution with a Predictor, Predictions Based on a Calibrating Prior
tnorm_cp	Normal Distribution Predictions Based on a Calibrating Prior
tnorm_p12_cp	Normal Distribution with Predictors on both Mean and Standard Deviation, with Parameter Uncertainty
tnorm_p1_cp	Normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
tpareto_k2_cp	Pareto Distribution Predictions Based on a Calibrating Prior
tpareto_p1k2_cp	Pareto Distribution with a Predictor, Predictions Based on a Calibrating Prior
tweibull_cp	Weibull Distribution Predictions Based on a Calibrating Prior
tweibull_p2_cp	weibull Distribution with a Predictor on the Scale Parameter, Predictions Based on a Calibrating Prior

-- U --

unif_cp

Uniform Distribution Predictions Based on a Calibrating Prior

-- W --

weibull_cp	Weibull Distribution Predictions Based on a Calibrating Prior
weibull_f1fa	The first derivative of the density
weibull_f2fa	The second derivative of the density
weibull_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_ldda	The second derivative of the normalized log-likelihood
weibull_lddda	The third derivative of the normalized log-likelihood
weibull_logf	Logf for RUST
weibull_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_loglik	log-likelihood function
weibull_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
weibull_means	MLE and RHP predictive means
weibull_mu1fa	Minus the first derivative of the cdf, at alpha
weibull_mu2fa	Minus the second derivative of the cdf, at alpha
weibull_p1fa	The first derivative of the cdf
weibull_p2fa	The second derivative of the cdf
weibull_p2_cp	weibull Distribution with a Predictor on the Scale Parameter, Predictions Based on a Calibrating Prior
weibull_p2_f1fa	The first derivative of the density for DMGS
weibull_p2_f1fw	The first derivative of the density for WAIC
weibull_p2_f2fa	The second derivative of the density for DMGS
weibull_p2_f2fw	The second derivative of the density for WAIC
weibull_p2_fd	First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_p2_fdd	Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_p2_ldda	The second derivative of the normalized log-likelihood
weibull_p2_lddda	The third derivative of the normalized log-likelihood
weibull_p2_logf	Logf for RUST
weibull_p2_logfdd	Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_p2_logfddd	Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_p2_loglik	observed log-likelihood function
weibull_p2_logscores	Log scores for MLE and RHP predictions calculated using leave-one-out
weibull_p2_means	weibull distribution: RHP mean
weibull_p2_mu1fa	Minus the first derivative of the cdf, at alpha
weibull_p2_mu2fa	Minus the second derivative of the cdf, at alpha
weibull_p2_p1fa	The first derivative of the cdf
weibull_p2_p2fa	The second derivative of the cdf
weibull_p2_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_p2_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_p2_predictordata	Predicted Parameter and Generalized Residuals
weibull_p2_waic	Waic
weibull_pd	First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_pdd	Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_waic	Waic for RUST