SemiParBIVProbit: Semiparametric Copula Regression Models

Routines for fitting several classes of copula regression models, with several types of covariate effects, in the presence of associated error equations, endogeneity, non-random sample selection or partial observability.

AuthorGiampiero Marra <giampiero.marra@ucl.ac.uk> and Rosalba Radice <r.radice@bbk.ac.uk>
Date of publication2017-01-18 08:37:35
MaintainerGiampiero Marra <giampiero.marra@ucl.ac.uk>
LicenseGPL (>= 2)
Version3.8-1
http://www.ucl.ac.uk/statistics/people/giampieromarra

View on CRAN

Man pages

adjCov: Adjustment for the covariance matrix from a fitted...

adjCovSD: Adjustment for the covariance matrix from a...

AT: Average treatment effect of a binary/continuous/discrete...

AT2: Average treatment effect from a two-part model

BCDF: Internal Function

bcont: Internal Function

bdiscrcont: Internal Function

bdiscrdiscr: Internal Function

bprobgHs: Internal Function

bprobgHsCont: Internal Function

bprobgHsContSS: Internal Function

bprobgHsContUniv: Internal Function

bprobgHsDiscr1: Internal Function

bprobgHsDiscr1SS: Internal Function

bprobgHsPO: Internal Function

bprobgHsSS: Internal Function

conv.check: Some convergence diagnostics

copgHs: Internal Function

copulaReg: Semiparametric Copula Bivariate Models with...

copulaRegObject: Fitted copulaReg object

copulaSampleSel: Semiparametric Copula Bivariate Regression Models with...

copulaSampleSelObject: Fitted copulaSampleSel object

distrHs: Internal Function

eta.tr: Internal Function

gamlss: Generalised Additive Models for Location, Scale and Shape

gamlssObject: Fitted gamlssObject object

gt.bpm: Gradient test

g.tri: Internal Function

hiv: HIV Zambian data

H.tri: Internal Function

imputeSS: Missing values' imputation

jc.probs: Joint or conditional probabilities from a fitted bivariate...

llpsi: Internal Function

LM.bpm: Lagrange Multiplier Test (Score Test)

logLik.SemiParBIVProbit: Extract the log likelihood for a fitted copula model

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

meps: MEPS data

numgh: Internal Function

OR: Causal odds ratio of a binary/continuous/discrete endogenous...

pen: Internal Function

plot.SemiParBIVProbit: Plotting function

polys.map: Geographic map with regions defined as polygons

polys.setup: Set up geographic polygons

post.check: Diagnostic plots for discrete/continuous response margin

predict.SemiParBIVProbit: Prediction function

prev: Estimated overall prevalence from sample selection model

print.AT: Print an AT object

print.AT2: Print an AT2 object

print.copulaReg: Print a copulaReg object

print.copulaSampleSel: Print a copulaSampleSel object

print.gamlss: Print a gamlss object

print.mb: Print an mb object

print.OR: Print an OR object

print.prev: Print an prev object

print.RR: Print an RR object

print.SemiParBIVProbit: Print a SemiParBIVProbit object

print.SemiParTRIV: Print a SemiParTRIV object

probm: Internal Function

regH: Internal Function

resp.check: Plots for response variable

rMVN: Multivariate Normal Variates

RR: Causal risk ratio of a binary/continuous/discrete endogenous...

SemiParBIVProbit: Semiparametric Copula Bivariate Binary Models

SemiParBIVProbit.fit: Internal Function

SemiParBIVProbit.fit.post: Internal Function

SemiParBIVProbitObject: Fitted SemiParBIVProbit object

SemiParBIVProbit-package: Semiparametric Copula Regression Models

SemiParTRIV: Semiparametric Trivariate Binary Models

SemiParTRIVObject: Fitted SemiParTRIV object

S.m: Internal Function

summary.copulaReg: copulaReg summary

summary.copulaSampleSel: copulaSampleSel summary

summary.gamlss: gamlss summary

summary.SemiParBIVProbit: SemiParBIVProbit summary

summary.SemiParTRIV: SemiParTRIV summary

TRIapprox: Internal Function

triprobgHs: Internal Function

VuongClarke: Vuong and Clarke tests

war: Civil war data

working.comp: Internal Function

Functions

aCov Man page
adjCov Man page
adjCovSD Man page
ass.dp Man page
ass.ms Man page
AT Man page
AT2 Man page
BCDF Man page
bcont Man page
bcont23 Man page
bcont3 Man page
bcont32 Man page
bcontROB Man page
bcorrec Man page
bdiscrcont Man page
bdiscrcont12 Man page
bdiscrcont13 Man page
bdiscrcont23 Man page
bdiscrdiscr11 Man page
bdiscrdiscr12 Man page
BiCDF Man page
bprobgHs Man page
bprobgHsCont Man page
bprobgHsCont3 Man page
bprobgHsCont3SS Man page
bprobgHsContSS Man page
bprobgHsContUniv Man page
bprobgHsContUniv3 Man page
bprobgHsDiscr1 Man page
bprobgHsDiscr1SS Man page
bprobgHsDiscr2 Man page
bprobgHsDiscr2SS Man page
bprobgHsPO Man page
bprobgHsPO0 Man page
bprobgHsSS Man page
bprobgHstwoParC Man page
conv.check Man page
Cop1Cop2 Man page
copgHs Man page
copgHs2 Man page
copgHs3 Man page
copgHsAT Man page
copgHsCont Man page
copulaReg Man page
copulaReg.fit.post Man page
copulaRegObject Man page
copulaSampleSel Man page
copulaSampleSel.fit.post Man page
copulaSampleSelObject Man page
distrHs Man page
distrHsAT Man page
distrHsAT1 Man page
distrHsATDiscr Man page
distrHsDiscr Man page
dof.tr Man page
edf.loop Man page
enu.tr Man page
esp.tr Man page
eta.tr Man page
form.check Man page
form.eq12 Man page
gamlss Man page
gamlss.fit.post Man page
gamlssObject Man page
gamls.upsv Man page
gt.bpm Man page
g.tri Man page
g.triESS Man page
g.triSS Man page
hiv Man page
hiv.polys Man page
H.tri Man page
H.triESS Man page
H.triSS Man page
imputeSS Man page
int.postcheck Man page
jc.probs Man page
jc.probs1 Man page
jc.probs2 Man page
jc.probs3 Man page
llpsi Man page
LM.bpm Man page
logLik.SemiParBIVProbit Man page
mb Man page
meps Man page
mm Man page
numch Man page
numgh Man page
OR Man page
overall.sv Man page
overall.svG Man page
pen Man page
penCor Man page
plot.SemiParBIVProbit Man page
polys.map Man page
polys.setup Man page
post.check Man page
postVb Man page
pp Man page
predict.SemiParBIVProbit Man page
pred.var Man page
prev Man page
print.AT Man page
print.AT2 Man page
print.copulaReg Man page
print.copulaSampleSel Man page
print.gamlss Man page
print.mb Man page
print.OR Man page
print.prev Man page
print.RR Man page
print.SemiParBIVProbit Man page
print.SemiParTRIV Man page
print.summary.copulaReg Man page
print.summary.copulaSampleSel Man page
print.summary.gamlss Man page
print.summary.SemiParBIVProbit Man page
print.summary.SemiParTRIV Man page
probm Man page
pscr Man page
pscr0 Man page
Reg2Copost Man page
regH Man page
resp.check Man page
rMVN Man page
RR Man page
SemiParBIVProbit Man page
SemiParBIVProbit.fit Man page
SemiParBIVProbit.fit.post Man page
SemiParBIVProbitObject Man page
SemiParBIVProbit-package Man page
SemiParTRIV Man page
SemiParTRIV.fit.post Man page
SemiParTRIVObject Man page
S.m Man page
startsn Man page
summary.copulaReg Man page
summary.copulaSampleSel Man page
summary.gamlss Man page
summary.SemiParBIVProbit Man page
summary.SemiParTRIV Man page
susu Man page
susutsn Man page
teta.tr Man page
TRIapprox Man page
triprobgHs Man page
triprobgHsESS Man page
triprobgHsSS Man page
VuongClarke Man page
war Man page
working.comp Man page

Files

SemiParBIVProbit
SemiParBIVProbit/inst
SemiParBIVProbit/inst/CITATION
SemiParBIVProbit/NAMESPACE
SemiParBIVProbit/data
SemiParBIVProbit/data/meps.RData
SemiParBIVProbit/data/war.RData
SemiParBIVProbit/data/hiv.RData
SemiParBIVProbit/data/hiv.polys.RData
SemiParBIVProbit/R
SemiParBIVProbit/R/copulaReg.r
SemiParBIVProbit/R/logLik.SemiParBIVProbit.r
SemiParBIVProbit/R/jc.probs2.r
SemiParBIVProbit/R/form.eq12.r
SemiParBIVProbit/R/triprobgHsESS.R SemiParBIVProbit/R/bcont3twoParC.R
SemiParBIVProbit/R/H.triESS.r
SemiParBIVProbit/R/OR.r
SemiParBIVProbit/R/bcont.R
SemiParBIVProbit/R/copgHs2.r
SemiParBIVProbit/R/SemiParBIVProbit.fit.post.r
SemiParBIVProbit/R/Cop1Cop2.r
SemiParBIVProbit/R/bdiscrdiscr12.R
SemiParBIVProbit/R/gamlss.fit.post.r
SemiParBIVProbit/R/SemiParBIVProbit.fit.R
SemiParBIVProbit/R/print.summary.copulaSampleSel.r
SemiParBIVProbit/R/numch.r
SemiParBIVProbit/R/summary.SemiParTRIV.r
SemiParBIVProbit/R/bprobgHsPO0.r
SemiParBIVProbit/R/numgh.r
SemiParBIVProbit/R/g.triSS.r
SemiParBIVProbit/R/H.triSS.r
SemiParBIVProbit/R/pp.r
SemiParBIVProbit/R/summary.SemiParBIVProbit.r
SemiParBIVProbit/R/LM.bpm.r
SemiParBIVProbit/R/distrHsAT1.r
SemiParBIVProbit/R/bprobgHsPO.r
SemiParBIVProbit/R/bprobgHsDiscr1.r
SemiParBIVProbit/R/jc.probs.r
SemiParBIVProbit/R/bprobgHsCont3.r
SemiParBIVProbit/R/plot.SemiParBIVProbit.r
SemiParBIVProbit/R/int.postcheck.R
SemiParBIVProbit/R/distrHsDiscr.r
SemiParBIVProbit/R/bcorrec.R
SemiParBIVProbit/R/print.summary.SemiParBIVProbit.r
SemiParBIVProbit/R/bdiscrcont13.R
SemiParBIVProbit/R/copgHsAT.r
SemiParBIVProbit/R/bprobgHsDiscr2.r
SemiParBIVProbit/R/func.OPT.r
SemiParBIVProbit/R/bcont3.R
SemiParBIVProbit/R/distrHsAT.r
SemiParBIVProbit/R/summary.copulaSampleSel.r
SemiParBIVProbit/R/jc.probs3.r
SemiParBIVProbit/R/print.summary.SemiParTRIV.r
SemiParBIVProbit/R/AT2.r
SemiParBIVProbit/R/distrHsATDiscr.r
SemiParBIVProbit/R/S.m.r
SemiParBIVProbit/R/pen.r
SemiParBIVProbit/R/bprobgHsCont.r
SemiParBIVProbit/R/bprobgHsFixTheta.r
SemiParBIVProbit/R/eta.tr.R
SemiParBIVProbit/R/form.check.r
SemiParBIVProbit/R/polys.setup.r
SemiParBIVProbit/R/bcont23.R
SemiParBIVProbit/R/conv.check.r
SemiParBIVProbit/R/RR.r
SemiParBIVProbit/R/bprobgHsContSS.r
SemiParBIVProbit/R/print.RR.r
SemiParBIVProbit/R/form.gaml.r
SemiParBIVProbit/R/probm.R
SemiParBIVProbit/R/adjCovSD.r
SemiParBIVProbit/R/imputeSS.r
SemiParBIVProbit/R/print.OR.r
SemiParBIVProbit/R/bdiscrcont.R
SemiParBIVProbit/R/g.triESS.r
SemiParBIVProbit/R/mb.r
SemiParBIVProbit/R/bcontROB.R
SemiParBIVProbit/R/BiCDF.r
SemiParBIVProbit/R/bprobgHstwoParC.r
SemiParBIVProbit/R/mm.r
SemiParBIVProbit/R/triprobgHs.R
SemiParBIVProbit/R/predict.SemiParBIVProbit.r
SemiParBIVProbit/R/triprobgHsSS.r
SemiParBIVProbit/R/pream.wm.r
SemiParBIVProbit/R/teta.tr.R
SemiParBIVProbit/R/print.prev.r
SemiParBIVProbit/R/print.gamlss.r
SemiParBIVProbit/R/working.comp.r
SemiParBIVProbit/R/SemiParBIVProbit.r
SemiParBIVProbit/R/susutsn.r
SemiParBIVProbit/R/startsn.r
SemiParBIVProbit/R/Reg2Copost.r
SemiParBIVProbit/R/pred.var.r
SemiParBIVProbit/R/bdiscrcont23.R
SemiParBIVProbit/R/VuongClarke.r
SemiParBIVProbit/R/bprobgHsSS.r
SemiParBIVProbit/R/ass.ms.r
SemiParBIVProbit/R/print.summary.copulaReg.r
SemiParBIVProbit/R/dof.tr.R SemiParBIVProbit/R/esp.tr.R SemiParBIVProbit/R/gt.bpm.R
SemiParBIVProbit/R/pscr0.r
SemiParBIVProbit/R/print.AT2.r
SemiParBIVProbit/R/gamlss.r
SemiParBIVProbit/R/bdiscrdiscr11.R SemiParBIVProbit/R/bcont23twoParC.R
SemiParBIVProbit/R/regH.r
SemiParBIVProbit/R/bprobgHsDiscr2SS.r
SemiParBIVProbit/R/print.SemiParBIVProbit.r
SemiParBIVProbit/R/bcont32.R
SemiParBIVProbit/R/susu.r
SemiParBIVProbit/R/copgHs3.r
SemiParBIVProbit/R/zzz.r
SemiParBIVProbit/R/TRIapprox.r
SemiParBIVProbit/R/llpsi.r
SemiParBIVProbit/R/gamls.upsv.r
SemiParBIVProbit/R/AT.r
SemiParBIVProbit/R/bprobgHsDiscr1SS.r
SemiParBIVProbit/R/print.summary.gamlss.r
SemiParBIVProbit/R/bdiscrdiscr.R
SemiParBIVProbit/R/copgHsCont.r
SemiParBIVProbit/R/print.mb.r
SemiParBIVProbit/R/copulaSampleSel.fit.post.r
SemiParBIVProbit/R/bprobgHsContUniv.r
SemiParBIVProbit/R/bcont32twoParC.R
SemiParBIVProbit/R/copgHs.r
SemiParBIVProbit/R/SemiParTRIV.fit.post.r
SemiParBIVProbit/R/overall.sv.r
SemiParBIVProbit/R/H.tri.R
SemiParBIVProbit/R/jc.probs1.r
SemiParBIVProbit/R/summary.copulaReg.r
SemiParBIVProbit/R/bconttwoParC.R
SemiParBIVProbit/R/print.copulaSampleSel.r
SemiParBIVProbit/R/pscr.r
SemiParBIVProbit/R/resp.check.R
SemiParBIVProbit/R/summary.gamlss.r
SemiParBIVProbit/R/bprobgHsCont3SS.r
SemiParBIVProbit/R/rMVN.r
SemiParBIVProbit/R/copulaSampleSel.r
SemiParBIVProbit/R/BCDF.r
SemiParBIVProbit/R/copulaReg.fit.post.r
SemiParBIVProbit/R/overall.svG.R
SemiParBIVProbit/R/print.AT.r
SemiParBIVProbit/R/ass.dp.r
SemiParBIVProbit/R/enu.tr.R
SemiParBIVProbit/R/aCov.r
SemiParBIVProbit/R/post.check.R
SemiParBIVProbit/R/bprobgHs.r
SemiParBIVProbit/R/SemiParTRIV.r
SemiParBIVProbit/R/g.tri.R SemiParBIVProbit/R/bdiscrcont12.R
SemiParBIVProbit/R/print.copulaReg.r
SemiParBIVProbit/R/print.SemiParTRIV.r
SemiParBIVProbit/R/edf.loop.r
SemiParBIVProbit/R/postVb.r
SemiParBIVProbit/R/distrHs.r
SemiParBIVProbit/R/polys.map.r
SemiParBIVProbit/R/bprobgHsContUniv3.r
SemiParBIVProbit/R/adjCov.r
SemiParBIVProbit/R/prev.r
SemiParBIVProbit/MD5
SemiParBIVProbit/DESCRIPTION
SemiParBIVProbit/ChangeLog
SemiParBIVProbit/man
SemiParBIVProbit/man/distrHs.Rd SemiParBIVProbit/man/bdiscrdiscr.Rd SemiParBIVProbit/man/bprobgHsContUniv.Rd SemiParBIVProbit/man/meps.Rd SemiParBIVProbit/man/RR.Rd SemiParBIVProbit/man/bcont.Rd SemiParBIVProbit/man/pen.Rd SemiParBIVProbit/man/polys.map.Rd SemiParBIVProbit/man/bprobgHsCont.Rd SemiParBIVProbit/man/print.OR.Rd SemiParBIVProbit/man/jc.probs.Rd SemiParBIVProbit/man/AT2.Rd SemiParBIVProbit/man/SemiParBIVProbit.fit.Rd SemiParBIVProbit/man/g.tri.Rd SemiParBIVProbit/man/SemiParBIVProbitObject.Rd SemiParBIVProbit/man/bdiscrcont.Rd SemiParBIVProbit/man/print.AT2.Rd SemiParBIVProbit/man/SemiParTRIV.Rd SemiParBIVProbit/man/print.prev.Rd SemiParBIVProbit/man/print.copulaReg.Rd SemiParBIVProbit/man/regH.Rd SemiParBIVProbit/man/gamlss.Rd SemiParBIVProbit/man/summary.gamlss.Rd SemiParBIVProbit/man/post.check.Rd SemiParBIVProbit/man/summary.copulaReg.Rd SemiParBIVProbit/man/OR.Rd SemiParBIVProbit/man/gamlssObject.Rd SemiParBIVProbit/man/imputeSS.Rd SemiParBIVProbit/man/copgHs.Rd SemiParBIVProbit/man/plot.SemiParBIVProbit.Rd SemiParBIVProbit/man/triprobgHs.Rd SemiParBIVProbit/man/bprobgHsPO.Rd SemiParBIVProbit/man/bprobgHsDiscr1.Rd SemiParBIVProbit/man/rMVN.Rd SemiParBIVProbit/man/print.gamlss.Rd SemiParBIVProbit/man/H.tri.Rd SemiParBIVProbit/man/print.mb.Rd SemiParBIVProbit/man/eta.tr.Rd SemiParBIVProbit/man/summary.SemiParTRIV.Rd SemiParBIVProbit/man/copulaSampleSelObject.Rd SemiParBIVProbit/man/print.copulaSampleSel.Rd SemiParBIVProbit/man/llpsi.Rd SemiParBIVProbit/man/print.SemiParBIVProbit.Rd SemiParBIVProbit/man/print.RR.Rd SemiParBIVProbit/man/print.SemiParTRIV.Rd SemiParBIVProbit/man/bprobgHs.Rd SemiParBIVProbit/man/copulaReg.Rd SemiParBIVProbit/man/BCDF.Rd SemiParBIVProbit/man/numgh.Rd SemiParBIVProbit/man/adjCovSD.Rd SemiParBIVProbit/man/bprobgHsDiscr1SS.Rd SemiParBIVProbit/man/war.Rd SemiParBIVProbit/man/print.AT.Rd SemiParBIVProbit/man/TRIapprox.Rd SemiParBIVProbit/man/adjCov.Rd SemiParBIVProbit/man/polys.setup.Rd SemiParBIVProbit/man/AT.Rd SemiParBIVProbit/man/copulaSampleSel.Rd SemiParBIVProbit/man/SemiParTRIVObject.Rd SemiParBIVProbit/man/bprobgHsContSS.Rd SemiParBIVProbit/man/bprobgHsSS.Rd SemiParBIVProbit/man/SemiParBIVProbit-package.Rd SemiParBIVProbit/man/prev.Rd SemiParBIVProbit/man/S.m.Rd SemiParBIVProbit/man/LM.bpm.Rd SemiParBIVProbit/man/SemiParBIVProbit.fit.post.Rd SemiParBIVProbit/man/hiv.Rd SemiParBIVProbit/man/working.comp.Rd SemiParBIVProbit/man/SemiParBIVProbit.Rd SemiParBIVProbit/man/probm.Rd SemiParBIVProbit/man/copulaRegObject.Rd SemiParBIVProbit/man/gt.bpm.Rd SemiParBIVProbit/man/summary.SemiParBIVProbit.Rd SemiParBIVProbit/man/predict.SemiParBIVProbit.Rd SemiParBIVProbit/man/logLik.SemiParBIVProbit.Rd SemiParBIVProbit/man/mb.Rd SemiParBIVProbit/man/conv.check.Rd SemiParBIVProbit/man/resp.check.Rd SemiParBIVProbit/man/VuongClarke.Rd SemiParBIVProbit/man/summary.copulaSampleSel.Rd

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