aglm0.4.1 package

Class for results of aglm() and cv.aglm()

S4 class for input

aglm: Accurate Generalized Linear Model

Fit an AGLM model with no cross-validation

Get coefficients

Create bins (equal frequency binning)

Create bins (equal width binning)

Fit an AGLM model with cross-validation for $\lambda$

Class for results of cva.aglm()

Fit an AGLM model with cross-validation for both $\alpha$ and $\lambda...

Get deviance

Binning the data to given bins.

Create L-variable matrix for one variable

Create a O-dummy matrix for one variable

Create a U-dummy matrix for one variable

Plot contribution of each variable and residuals

Make predictions for new data

Display textual information of the model

Get residuals of various types