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SemiParBIVProbit (version 3.6-1)

Semiparametric Bivariate Regression Models

Description

Routines 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

3.6-1

License

GPL (>= 2)

Maintainer

Giampiero Marra

Last Published

December 7th, 2015

Functions in SemiParBIVProbit (3.6-1)

LM.bpm

Lagrange Multiplier Test (Score Test)
print.OR

Print an OR object
AT2

Average treatment effect from a two-part model
bprobgHsPO

Internal Function
mb

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

Internal Function
distrHs

Internal Function
RR

Average causal risk ratio of a binary or continuous endogenous variable
AT

Average treatment effect of a binary or continuous endogenous variable
OR

Average causal odds ratio of a binary or continuous endogenous variable
VuongClarke

Vuong and Clarke tests
bprobgHsContUniv

Internal Function
adjCov

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

Print an RR object
summary.SemiParBIVProbit

SemiParBIVProbit summary
regH

Internal Function
BiCDF

Internal Function
hiv

HIV Zambian data
polys.map

Geographic map with regions defined as polygons
print.SemiParBIVProbit

Print a SemiParBIVProbit object
print.prev

Print an prev object
gt.bpm

Gradient test
print.mb

Print an mb object
SemiParBIVProbit

Semiparametric Bivariate Regression Models
S.m

Internal Function
copgHsCont

Internal Function
conv.check

Some convergence diagnostics
bprobgHsCont

Internal Function
polys.setup

Set up geographic polygons
predict.SemiParBIVProbit

Prediction from a fitted SemiParBIVProbit model
war

Civil war data
print.AT

Print an AT object
SemiParBIVProbit.fit.post

Internal Function
bprobgHsContUniv3

Internal Function
meps

MEPS data
plot.SemiParBIVProbit

SemiParBIVProbit plotting
post.check

Diagnostic plots for continuous response margin
working.comp

Internal Function
copgHs2

Internal Function
BCDF

Internal Function
SemiParBIVProbitObject

Fitted SemiParBIVProbit object
bprobgHs

Internal Function
copgHs

Internal Function
print.AT2

Print an AT2 object
resp.check

Plots for response variable
bprobgHsCont3

Internal Function
copgHsAT

Internal Function
logLik.SemiParBIVProbit

Extract the log likelihood for a fitted SemiParBIVProbit
pen

Internal Function
prev

Estimated overall prevalence from sample selection model
SemiParBIVProbit.fit

Internal Function
SemiParBIVProbit-package

Semiparametric Bivariate Regression Models
print.summary.SemiParBIVProbit

Print a summary.SemiParBIVProbit object
adjCovSD

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

Internal Function
bprobgHsPO0

Internal Function
rMVN

Multivariate Normal Variates