Package index • ungroup

Package

Overview of the model and the bundled data.

ungroup-package ungroup: ungroup: Penalized Composite Link Model for Efficient Estimation of Smooth Distributions from Coarsely Binned Data

Ungroup binned data

The two model fitting functions.

pclm(): Univariate Penalized Composite Link Model (PCLM)
pclm2D(): Two-Dimensional Penalized Composite Link Model (PCLM-2D)
ungroup.data: Test Dataset in the Package

Fitting control

Low-level settings for the iterative fit.

control.pclm(): Auxiliary for Controlling pclm Fitting
control.pclm2D(): Auxiliary for Controlling pclm2D Fitting
suggest.valid.out.step(): Suggest values of out.step that do not require an adjustment of nlast

Methods

S3 methods for the fitted objects.

plot(<pclm>): Generic Plot for pclm Class
plot(<pclm2D>): Generic Plot for pclm2D Class
residuals(<pclm>): Extract PCLM Deviance Residuals
residuals(<pclm2D>): Extract PCLM-2D Deviance Residuals