Flood Frequency Analysis Framework

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Documentation for package ‘ffaframework’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

ffaframework-package	Flood Frequency Analysis Framework
CAN_05BB001	CAN-05BB001
CAN_07BE001	CAN-07BE001
CAN_08MH016	CAN-08MH016
CAN_08NH021	CAN-08NH021
CAN_08NM050	CAN-08NM050
data_decomposition	Decompose Annual Maximum Series
data_geomet	Fetch Data from MSC GeoMet API
data_local	Fetch Local Package Data
data_mw_variability	Estimate Variance for Annual Maximum Series Data
data_screening	Perform Data Screening
eda_bbmk_test	Block-Bootstrap Mann-Kendall Test for Trend Detection
eda_kpss_test	Kwiatkowski–Phillips–Schmidt–Shin (KPSS) Unit Root Test
eda_mks_test	Mann–Kendall–Sneyers Test for Change Point Detection
eda_mk_test	Mann–Kendall Trend Test
eda_pettitt_test	Pettitt Test for Abrupt Changes in the Mean of a Time Series
eda_pp_test	Phillips–Perron Unit Root Test
eda_runs_test	Wald–Wolfowitz Runs Test for Randomness
eda_sens_trend	Sen's Trend Estimator
eda_spearman_test	Spearman Test for Autocorrelation
eda_white_test	White Test for Heteroskedasticity
ffaframework	Flood Frequency Analysis Framework
fit_gmle	Generalized Maximum Likelihood Parameter Estimation
fit_lmoments	L-Moments Parameter Estimation
fit_lmoments_kappa	L-Moments Parameter Estimation for the Kappa Distribution
fit_mle	Maximum Likelihood Parameter Estimation
framework_eda	Orchestrate Exploratory Data Analysis
framework_ffa	Orchestrate Flood Frequency Analysis
framework_full	Orchestrate the Full FFA Framework
model_assessment	Model Assessment
plot_ams_data	Plot Annual Maximum Series Data
plot_bbmk_test	Plot Block‐Bootstrap Mann–Kendall Test Results
plot_lmom_diagram	Plot L-Moment Ratio Diagram
plot_mks_test	Plot Mann–Kendall–Sneyers (MKS) Test Results
plot_nsffa_assessment	Plot Model Assessment for NS-FFA
plot_nsffa_estimates	Plot Estimated Return Levels for NS-FFA
plot_nsffa_fit	Plot Fitted Probability Distributions for NS-FFA
plot_pettitt_test	Plot Results from the Pettitt Change‐Point Test
plot_runs_test	Plot Runs Test Results
plot_sffa_assessment	Plot Model Assessment for S-FFA
plot_sffa_estimates	Plot Estimated Return Levels for S-FFA
plot_sffa_fit	Plot Fitted Probability Distribution for S-FFA
plot_spearman_test	Plot Spearman’s Rho Autocorrelation
select_ldistance	L-Distance Method for Distribution Selection
select_lkurtosis	L-Kurtosis Method for Distribution Selection
select_zstatistic	Z-Statistic Method for Distribution Selection
uncertainty_bootstrap	Parametric Bootstrap Uncertainty Quantification
uncertainty_rfgpl	Regula-Falsi Generalized Profile Likelihood Uncertainty Quantification
uncertainty_rfpl	Regula-Falsi Profile Likelihood Uncertainty Quantification
utils_cdf	Cumulative Distribution Functions for Probability Models
utils_generalized_likelihood	Generalized Log-Likelihood Functions for GEV Models
utils_log_likelihood	Log-Likelihood Functions for Probability Models
utils_quantiles	Quantile Functions for Probability Models
utils_sample_lmoments	Sample L-moments
utils_theoretical_lmoments	Theoretical L-moments of Probability Distributions