Regression Coefficients Estimation Using the Generalized Cross Entropy

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Documentation for package ‘GCEstim’ version 0.1.0

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

Help Pages

accmeasure	Accuracy measures
case.names.lmgce	Case Names of 'lmgce' Fitted Models
changestep	Change the step from 'lmgce' object
changesupport	Change the support from 'lmgce' object
coef.cv.lmgce	Extract 'cv.lmgce' Coefficients
coef.lmgce	Extract 'lmgce' Model Coefficients
coef.neagging	Extract 'neagging' Coefficients
coef.ridgetrace	Extract 'ridgetrace' Model Coefficients
coef.tsbootgce	Extract 'tsbootgce' Model Coefficients
coefficients.cv.lmgce	Extract 'cv.lmgce' Coefficients
coefficients.lmgce	Extract 'lmgce' Model Coefficients
coefficients.neagging	Extract 'neagging' Coefficients
coefficients.ridgetrace	Extract 'ridgetrace' Model Coefficients
coefficients.tsbootgce	Extract 'tsbootgce' Model Coefficients
confint.lmgce	Confidence Intervals for 'lmgce' Model Parameters and Normalized Entropy
confint.tsbootgce	Confidence Intervals for 'tsbootgce' Model Parameters and Normalized Entropy
cv.lmgce	Cross-validation for 'lmgce'
dataGCE	Simulated data set generated with fngendata
dataGCE.test	Simulated data set generated with fngendata
dataincRidGME	Simulated data set generated with fngendata
dataincRidGME.test	Simulated data set generated with fngendata
df.residual.lmgce	Residual Degrees-of-Freedom
ER.test	Entropy Ratio test
fitted.lmgce	Calculate 'lmgce' Fitted Values
fitted.values.lmgce	Calculate 'lmgce' Fitted Values
fngendata	Data generating function
formula.lmgce	Extract Model Formula from 'lmgce' object
lmgce	Generalized Cross entropy estimation
lmgceAddin	An add-in to easily generate the code for a 'lmgce' analysis
lmgceAPP	'lmgce' Shiny application
model.matrix.lmgce	Extract design matrix from 'lmgce' object
moz_ts	Worldbank time series data for Mozambique
neagging	Normalized Entropy Aggregation for Inhomogeneous Large-Scale Data - Neagging
nobs.lmgce	Extract the Number of Observations from a 'lmgce' model fit
NormEnt	Normalized Entropy
plot.cv.lmgce	Plot Diagnostics for a 'cv.lmgce' Object
plot.lmgce	Plot Diagnostics for a 'lmgce' Object
plot.neagging	Plot Diagnostics for a 'neagging' Object
plot.ridgetrace	Plot Diagnostics for a 'ridgetrace' Object
plot.tsbootgce	Plot Diagnostics for a 'tsbootgce' object
predict.lmgce	Predict method for 'lmgce' Linear Model Fits
print.cv.lmgce	Print 'cv.lmgce' object
print.lmgce	Print a 'lmgce' object
print.ridgetrace	Print a 'ridgetrace' object
print.summary.lmgce	Print Summary of 'lmgce' Model Fits
print.tsbootgce	Print 'tsbootgce' object
resid.lmgce	Extract 'lmgce' Model Residuals
residuals.lmgce	Extract 'lmgce' Model Residuals
res_gce_package	Example 'lmgce' object
ridgetrace	Function to obtain the ridge trace and choose the support limits given a formula
scalebackcoef	Scale coefficients back
summary.lmgce	Summarise a linear regression model via generalized cross entropy fit
tsbootgce	Time series bootstrap Cross entropy estimation
variable.names.lmgce	Variable Names of 'lmgce' Fitted Models
vcov.lmgce	Extract 'lmgce' Model's Variance-Covariance Matrix