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

SemiParBIVProbit (version 3.7-1)

Semiparametric Copula Regression Models

Description

Routines for fitting copula 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

3.7-1

License

GPL (>= 2)

Maintainer

Giampiero Marra

Last Published

May 6th, 2016

Functions in SemiParBIVProbit (3.7-1)

bprobgHs

Internal Function
Amat

Internal Function
print.SemiParTRIVProbit

Print a SemiParTRIVProbit object
triprobgHsSS

Internal Function
bprobgHsContSS

Internal Function
AT

Average treatment effect of a binary or continuous endogenous variable
summary.SemiParBIVProbit

SemiParBIVProbit summary
copulaReg.fit.post

Internal Function
predict.SemiParBIVProbit

Prediction from a fitted SemiParBIVProbit model
print.OR

Print an OR object
print.copulaSampleSel

Print a copulaSampleSel object
hiv

HIV Zambian data
H.tri

Internal Function
H.triSS

Internal Function
SemiParBIVProbit-package

Semiparametric Copula Bivariate Regression Models
OR

Causal odds ratio of a binary or continuous endogenous variable
S.m

Internal Function
RR

Causal risk ratio of a binary or continuous endogenous variable
bcont

Internal Function
SemiParTRIVProbitObject

Fitted SemiParTRIVProbit object
bcont23

Internal Function
adjCovSD

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

Vuong and Clarke tests
bprobgHsCont3

Internal Function
copulaSampleSel.fit.post

Internal Function
pen

Internal Function
SemiParBIVProbitObject

Fitted SemiParBIVProbit object
g.triSS

Internal Function
esp.tr

Internal Function
polys.setup

Set up geographic polygons
summary.SemiParTRIVProbit

SemiParTRIVProbit summary
BiCDF

Internal Function
jc.probs

Joint or conditional probabilities from a fitted bivariate model
distrHs

Internal Function
g.tri

Internal Function
LM.bpm

Lagrange Multiplier Test (Score Test)
adjCov

Adjustment for the covariance matrix from a fitted SemiParBIVProbit model
SemiParBIVProbit.fit

Internal Function
copgHs

Internal Function
bprobgHsCont

Internal Function
war

Civil war data
copgHs2

Internal Function
summary.copulaReg

copulaReg summary
bprobgHsSS

Internal Function
copulaReg

Semiparametric Copula Bivariate Models with Continuous Margins
BCDF

Internal Function
logLik.SemiParBIVProbit

Extract the log likelihood for a fitted SemiParBIVProbit or copulaReg
working.comp

Internal Function
copulaSampleSel

Semiparametric Copula Bivariate Regression Models with Non-Random Sample Selection
resp.check

Plots for response variable
copgHsAT

Internal Function
print.copulaReg

Print a copulaReg object
numch

Internal Function
AT2

Average treatment effect from a two-part model
SemiParBIVProbit

Semiparametric Copula Bivariate Regression Models
bprobgHsContUniv3

Internal Function
copgHsCont

Internal Function
post.check

Diagnostic plots for continuous response margin
gt.bpm

Gradient test
distrHsAT

Internal Function
regH

Internal Function
prev

Estimated overall prevalence from sample selection model
bprobgHsPO0

Internal Function
bprobgHsCont3SS

Internal Function
summary.copulaSampleSel

copulaSampleSel summary
mm

Internal Function
plot.SemiParBIVProbit

SemiParBIVProbit plotting
bcont3

Internal Function
bprobgHsContUniv

Internal Function
copulaRegObject

Fitted copulaReg object
print.AT

Print an AT object
eta.tr

Internal Function
print.RR

Print an RR object
rMVN

Multivariate Normal Variates
bcont32

Internal Function
probm

Internal Function
mb

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

Print a SemiParBIVProbit object
triprobgHs

Internal Function
print.AT2

Print an AT2 object
polys.map

Geographic map with regions defined as polygons
meps

MEPS data
print.mb

Print an mb object
conv.check

Some convergence diagnostics
teta.tr

Internal Function
copulaSampleSelObject

Fitted copulaSampleSel object
numgh

Internal Function
bprobgHsPO

Internal Function
SemiParBIVProbit.fit.post

Internal Function
SemiParTRIVProbit.fit.post

Internal Function
SemiParTRIVProbit

Semiparametric Trivariate Probit Regression
print.prev

Print an prev object
print.summary.copulaReg

Print a summary.copulaReg object
print.summary.SemiParBIVProbit

Print a summary.SemiParBIVProbit object