Learn R Programming
⚠️There's a newer version (3.8-2) of this package.Take me there.

SemiParBIVProbit (version 3.4)

Semiparametric Bivariate Regression Models

Description

Routine for fitting bivariate models for binary and continuous responses with linear and nonlinear effects in the presence of associated error equations, endogeneity, non-random sample selection or partial observability.

Copy Link

Version

Install

install.packages('SemiParBIVProbit')

Monthly Downloads

95

Version

3.4

License

GPL (>= 2)

Maintainer

Giampiero Marra

Last Published

June 11th, 2015

Functions in SemiParBIVProbit (3.4)

polys.map

Geographic map with regions defined as polygons
bprobgHsSS

Internal Function
print.mb

Print an mb object
copgHsCont

Internal Function
plot.SemiParBIVProbit

SemiParBIVProbit plotting
print.summary.SemiParBIVProbit

Print a summary.SemiParBIVProbit object
working.comp

Internal Function
predict.SemiParBIVProbit

Prediction from a fitted SemiParBIVProbit model
bprobgHs

Internal Function
copgHs

Internal Function
print.AT

Print an AT object
S.m

Internal Function
print.SemiParBIVProbit

Print a SemiParBIVProbit object
mb

Nonparametric (worst-case and IV) Manski's bounds
distrHs

Internal Function
BCDF

Internal Function
SemiParBIVProbit-package

Semiparametric Bivariate Regression Models
LM.bpm

Lagrange Multiplier Test (Score Test)
adjCovSD

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

Internal Function
summary.SemiParBIVProbit

SemiParBIVProbit summary
regH

Internal Function
bprobgHsPO0

Internal Function
conv.check

Some convergence diagnostics
SemiParBIVProbit.fit

Internal Function
gt.bpm

Gradient test
prev

Estimated overall prevalence from sample selection model
AT

Average treatment effect of a binary endogenous variable
SemiParBIVProbit.fit.post

Internal Function
logLik.SemiParBIVProbit

Extract the log likelihood for a fitted SemiParBIVProbit
bprobgHsCont

Internal Function
print.prev

Print an prev object
resp.check

Plots for response variable
distrHsAT

Internal Function
pen

Internal Function
SemiParBIVProbitObject

Fitted SemiParBIVProbit object
adjCov

Adjustment for the covariance matrix from a fitted SemiParBIVProbit model
VuongClarke

Vuong and Clarke tests
copgHsAT

Internal Function
bprobgHsContUniv

Internal Function
rMVN

Multivariate Normal Variates
BiCDF

Internal Function
SemiParBIVProbit

Semiparametric Bivariate Regression Models