Accurate Generalized Linear Model

Documentation for package ‘aglm’ version 0.4.0

aglm-package	aglm: Accurate Generalized Linear Model
AccurateGLM-class	Class for results of 'aglm()' and 'cv.aglm()'
aglm	Fit an AGLM model with no cross-validation
AGLM_Input-class	S4 class for input
coef.AccurateGLM	Get coefficients
createEqualFreqBins	Create bins (equal frequency binning)
createEqualWidthBins	Create bins (equal width binning)
cv.aglm	Fit an AGLM model with cross-validation for lambda
cva.aglm	Fit an AGLM model with cross-validation for both alpha and lambda
CVA_AccurateGLM-class	Class for results of 'cva.aglm()'
deviance.AccurateGLM	Get deviance
executeBinning	Binning the data to given bins.
getLVarMatForOneVec	Create L-variable matrix for one variable
getODummyMatForOneVec	Create a O-dummy matrix for one variable
getUDummyMatForOneVec	Create a U-dummy matrix for one variable
plot.AccurateGLM	Plot contribution of each variable and residuals
predict.AccurateGLM	Make predictions for new data
print.AccurateGLM	Display textual information of the model
residuals.AccurateGLM	Get residuals of various types