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pim (version 2.0.2)

Fit Probabilistic Index Models

Description

Fit a probabilistic index model as described in Thas et al, 2012: . The interface to the modeling function has changed in this new version. The old version is still available at R-Forge.

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Version

Install

install.packages('pim')

Monthly Downloads

168

Version

2.0.2

License

GPL (>= 2)

Issues

7

Pull Requests

2

Stars

10

Forks

5

Maintainer

Joris Meys

Last Published

February 3rd, 2020

Functions in pim (2.0.2)

has.specials

Extract information from a pim.formula object
classes

Extract information from pim.environment and pim.poset objects
P

Probability function
pim-package

Probabilistic Index Models
pim-getters

Getters for slots of a pim object
has.intercept

Check whether formula has an explicit intercept
new.pim.env

Constructor for a pim.environment
new.pim.formula

Constructor for pim.formula
confint.pim

Calculate Wald confidence intervals around the coefficients of a PIM
create.poset

Create a poset
model.matrix.pim

Create a model matrix for a probabilistic index model
vcov.internal

Internal functions for vcov estimation
estimators

Estimator functions for probabilistic index models
coef

Extract the coefficients from a pim or pim.summary object
as.data.frame

Convert a pim.environment to a data frame
pim-class

Class pim
pimdata

The data contained in the pim package
penv

Extract a pim environment from a model or formula
as.matrix.pim.summary

Convert a pim.summary object to a matrix
poset

Extract the poset as a matrix or list
is.complete

Check whether a pim environment is complete
pim.poset-class

The pim.poset class
formula

Extract the formula from a pim or pim.formula object
.make.posfun

Create a poset function
new.pim.poset

Create a pim.poset environment
nobs,pim.environment-method

Extract the number of observations
sandwich.estimator

Pseudo-observation variance sandwich estimator
summary.pim

The summary function for the pim class
pim.summary-class

Class pim.summary
pim.fit

Fitter function for a probabilistic index model
vcov

Methods for vcov
pim.formula-class

Class pim.formula
new.pim

Create an object of class pim
vcov.estimators

vcov estimators for pim
pim

Fitting a Probabilistic Index Model
pim.environment-class

The pim.environment class
response

Extract response from a pim.formula or a pim object
print

Print methods for the different object types
add.poset

Add a poset to a pim.environment object
SUData

This is the Surgical unit data
EngelData

This is the engel data
Extract.pim.summary

Extract method for pim.summary objects
L

Specify the left hand and right hand side of an expression used in pims
MHData

This is the Mental health data
CreateScoreFun

Create a score function for use in a pim.
DysData

This is the Dysphagia data
FEVData

This is the Childhood respiratory disease data