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SemiParBIVProbit (version 3.5)

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.

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Version

Install

install.packages('SemiParBIVProbit')

Monthly Downloads

95

Version

3.5

License

GPL (>= 2)

Maintainer

Giampiero Marra

Last Published

July 22nd, 2015

Functions in SemiParBIVProbit (3.5)

SemiParBIVProbitObject

Fitted SemiParBIVProbit object
copgHsCont

Internal Function
meps

MEPS data
prev

Estimated overall prevalence from sample selection model
bprobgHsPO0

Internal Function
print.SemiParBIVProbit

Print a SemiParBIVProbit object
predict.SemiParBIVProbit

Prediction from a fitted SemiParBIVProbit model
plot.SemiParBIVProbit

SemiParBIVProbit plotting
LM.bpm

Lagrange Multiplier Test (Score Test)
bprobgHsSS

Internal Function
SemiParBIVProbit

Semiparametric Bivariate Regression Models
logLik.SemiParBIVProbit

Extract the log likelihood for a fitted SemiParBIVProbit
distrHs

Internal Function
adjCovSD

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

Average odds ratio of a binary or continuous endogenous variable
bprobgHsContUniv

Internal Function
bprobgHsPO

Internal Function
print.AT

Print an AT object
polys.map

Geographic map with regions defined as polygons
rMVN

Multivariate Normal Variates
SemiParBIVProbit-package

Semiparametric Bivariate Regression Models
copgHs

Internal Function
RR

Average risk ratio of a binary or continuous endogenous variable
distrHsAT

Internal Function
copgHs2

Internal Function
regH

Internal Function
working.comp

Internal Function
BiCDF

Internal Function
gt.bpm

Gradient test
mb

Nonparametric (worst-case and IV) Manski's bounds
print.prev

Print an prev object
SemiParBIVProbit.fit

Internal Function
VuongClarke

Vuong and Clarke tests
adjCov

Adjustment for the covariance matrix from a fitted SemiParBIVProbit model
bprobgHsCont

Internal Function
hiv

HIV Zambian data
print.RR

Print an RR object
resp.check

Plots for response variable
BCDF

Internal Function
AT

Average treatment effect of a binary or continuous endogenous variable
copgHsAT

Internal Function
summary.SemiParBIVProbit

SemiParBIVProbit summary
SemiParBIVProbit.fit.post

Internal Function
conv.check

Some convergence diagnostics
pen

Internal Function
print.mb

Print an mb object
bprobgHs

Internal Function
print.summary.SemiParBIVProbit

Print a summary.SemiParBIVProbit object
war

Civil war data
S.m

Internal Function
print.OR

Print an OR object