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 |