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SemiParBIVProbit (version 3.3)

Semiparametric Bivariate Probit Modelling

Description

Routine for fitting bivariate models for binary responses with semiparametric predictors (including linear and nonlinear effects) in the presence of correlated error equations, endogeneity, non-random sample selection or partial observability.

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Version

Install

install.packages('SemiParBIVProbit')

Monthly Downloads

164

Version

3.3

License

GPL (>= 2)

Maintainer

Giampiero Marra

Last Published

February 9th, 2015

Functions in SemiParBIVProbit (3.3)

SemiParBIVProbitObject

Fitted SemiParBIVProbit object
BCDF

Internal Function
bprobgHsPL

Internal Function
print.summary.SemiParBIVProbit

Print a summary.SemiParBIVProbit object
print.SemiParBIVProbit

Print a SemiParBIVProbit object
predict.SemiParBIVProbit

Prediction from a fitted SemiParBIVProbit model
SemiParBIVProbit

Semiparametric Bivariate Probit Modelling
plot.SemiParBIVProbit

SemiParBIVProbit plotting
bprobgHsPO

Internal Function
startSS

Internal Function
LM.bpm

Lagrange Multiplier Test (Score Test)
AT

Average treatment effect of a binary endogenous variable
SemiParBIVProbit.fit

Internal Function
SemiParBIVProbit.fit1

Internal Function
penPL

Internal Function
adjCov

Adjustment for the covariance matrix from a fitted SemiParBIVProbit model
print.mb

Print an mb object
VuongClarke.bcm

Vuong and Clarke tests
summary.SemiParBIVProbit

SemiParBIVProbit summary
print.est.prev

Print an est.prev object
working.comp3

Internal Function
BiCDF

Internal Function
bprobgHs

Internal Function
SemiParBIVProbit-package

Semiparametric Bivariate Probit Modelling
working.comp

Internal Function
adjCovSD

Adjustment for the covariance matrix from a SemiParBIVProbit model fitted to complex survey data.
logLik.SemiParBIVProbit

Extract the log likelihood for a fitted SemiParBIVProbit
mb

Nonparametric (worst-case and IV) Manski's bounds
SemiParBIVProbit.fit.post

Internal Function
working.comp1

Internal Function
copgHs

Internal Function
sem.checks

Some convergence diagnostics
S.m

Internal Function
print.AT

Print an AT object
est.prev

Estimated overall prevalence from sample selection model
gt.bpm

Gradient test
bprobgHsSS

Internal Function
S.mPL

Internal Function
pen

Internal Function