an R package to fit Probabilistic Index Models


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Documentation for package ‘pim’ version 1.9.2.4

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pim-package Probabilistic Index Models
.make.posfun Create a poset function
add.poset Add a poset to a pim.environment object
add.poset-method Add a poset to a pim.environment object
as.data.frame Convert a pim.environment to a data frame
as.data.frame-method Convert a pim.environment to a data frame
classes Extract information from pim.environment and pim.poset objects
classes-method Extract information from pim.environment and pim.poset objects
coef Extract the coefficients from a pim or pim.summary object
coef-method Extract the coefficients from a pim or pim.summary object
compare Extract information from pim.environment and pim.poset objects
compare-method Extract information from pim.environment and pim.poset objects
create.poset Create a poset
CreateScoreFun Create a score function for use in a pim.
DysData This is the Dysphagia data
EngelData This is the engel data
estimator.BB Estimator functions for probabilistic index models
estimator.glm Estimator functions for probabilistic index models
estimator.nleqslv Estimator functions for probabilistic index models
estimators Estimator functions for probabilistic index models
FEVData This is the Childhood respiratory disease data
fitted Getters for slots of a pim object
fitted-method Getters for slots of a pim object
formula Getters for a pim object
formula-method Getters for a pim object
has.intercept Check whether formula has an explicit intercept
has.intercept-method Check whether formula has an explicit intercept
has.specials Extract information from a pim.formula object
has.specials-method Extract information from a pim.formula object
is.complete Check whether a pim environment is complete
keep.data Getters for slots of a pim object
L Specify the left hand and right hand side of an expression used in pims
lhs Extract information from a pim.formula object
lhs, Extract information from a pim.formula object
lhs-method Extract information from a pim.formula object
MHData This is the Mental health data
model.matrix Create a model matrix for a probabilistic index model
model.matrix, Create a model matrix for a probabilistic index model
model.matrix-method Create a model matrix for a probabilistic index model
model.matrix.pim.formula Create a model matrix for a probabilistic index model
names, Extract information from pim.environment and pim.poset objects
names-method Extract information from pim.environment and pim.poset objects
new.pim Create an object of class pim
new.pim.env Constructor for a pim.environment
new.pim.env-method Constructor for a pim.environment
new.pim.formula Constructor for pim.formula
new.pim.formula-method Constructor for pim.formula
new.pim.poset Create a pim.poset environment
new.pim.poset-method Create a pim.poset environment
nobs-method Extract the number of observations
P Probability function
penv Extract a pim environment from a model or formula
penv-method Extract a pim environment from a model or formula
pim Fitting a Probabilistic Index Model
pim-class Class pim
pim.environment The pim.environment class
pim.environment-class The pim.environment class
pim.fit Fitter function for a probabilistic index model
pim.formula Class pim.formula
pim.formula-class Class pim.formula
pim.poset The pim.poset class
pim.poset-class The pim.poset class
pim.summary-class Class pim.summary
pimdata The data contained in the pim package
PO Probability function
poset Extract the poset as a matrix or list
poset-method Extract the poset as a matrix or list
PP Specify the left hand and right hand side of an expression used in pims
print Print methods for the different object types
print-method Print methods for the different object types
R Specify the left hand and right hand side of an expression used in pims
response Extract response from a pim.formula
response-method Extract response from a pim.formula
sandwich.estimator Pseudo-observation variance sandwich estimator
sandwich.vcov vcov estimators for pim
score.estimator Pseudo-observation variance sandwich estimator
score.vcov vcov estimators for pim
SUData This is the Surgical unit data
summary The summary function for the pim class
summary-method The summary function for the pim class
terms Extract information from a pim.formula object
terms, Extract information from a pim.formula object
terms-method Extract information from a pim.formula object
U.sandwich Internal functions for vcov estimation
U.score Internal functions for vcov estimation
vcov Methods for vcov
vcov-method Methods for vcov
vcov.estimators vcov estimators for pim
vcov.internal Internal functions for vcov estimation