R: Accurate Generalized Linear Model

# Accurate Generalized Linear Model

## Documentation for package ‘aglm’ version 0.4.1

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

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