Generalised Joint Regression Modelling

Documentation for package ‘GJRM’ version 0.1-4

DESCRIPTION file.

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A B C D E F G H I J L M N O P R S T V W X

GJRM-package

Generalised Joint Regression Modelling

-- A --

aCov	Adjustment for the covariance matrix from a fitted gjrm model
adjCov	Adjustment for the covariance matrix from a fitted gjrm model
adjCovSD	Adjustment for the covariance matrix from a gjrm model fitted to complex survey data.
ass.dp	Internal Function
ass.ms	Internal Function
AT	Average treatment effect of a binary/continuous/discrete endogenous variable
AT2	Average treatment effect from a two-part model

-- B --

BCDF	Internal Function
bcont	Internal Function
bcont23	Internal Function
bcont3	Internal Function
bcont32	Internal Function
bcontROB	Internal Function
bcorrec	Internal Function
bcorrec2	Internal Function
bcorrecDiscr	Internal Function
bcorrecFuncs	Internal Function
bdiscrcont	Internal Function
bdiscrcont12	Internal Function
bdiscrcont13	Internal Function
bdiscrcont23	Internal Function
bdiscrdiscr11	Internal Function
bdiscrdiscr12	Internal Function
BiCDF	Internal Function
bprobgHs	Internal Function
bprobgHsCont	Internal Function
bprobgHsCont3	Internal Function
bprobgHsCont3SS	Internal Function
bprobgHsContSS	Internal Function
bprobgHsContUniv	Internal Function
bprobgHsContUniv3	Internal Function
bprobgHsContUnivBIN	Internal Function
bprobgHsDiscr1	Internal Function
bprobgHsDiscr1SS	Internal Function
bprobgHsDiscr2	Internal Function
bprobgHsDiscr2SS	Internal Function
bprobgHsPO	Internal Function
bprobgHsPO0	Internal Function
bprobgHsSS	Internal Function
bprobgHstwoParC	Internal Function

-- C --

conv.check	Some convergence diagnostics
Cop1Cop2	Internal Function
copgHs	Internal Function
copgHs2	Internal Function
copgHs3	Internal Function
copgHsAT	Internal Function
copgHsCond	Internal Function
copgHsCont	Internal Function
copulaReg.fit.post	Internal Function
copulaSampleSel	Internal fitting function
copulaSampleSel.fit.post	Internal Function
cov.c	Internal Function

-- D --

distrHs	Internal Function
distrHsAT	Internal Function
distrHsAT1	Internal Function
distrHsATDiscr	Internal Function
distrHsDiscr	Internal Function
dof.tr	Internal Function

-- E --

edf.loop	Internal Function
enu.tr	Internal Function
esp.tr	Internal Function
eta.tr	Internal Function

-- F --

form.check	Internal Function
form.eq12	Internal Function

-- G --

g.tri	Internal Function
g.triESS	Internal Function
g.triSS	Internal Function
gamls.upsv	Internal Function
gamlss	Generalised Additive Models for Location, Scale and Shape
gamlss.fit.post	Internal Function
gamlssObject	Fitted gamlssObject object
gjrm	Generalised Joint Regression Models with Binary/Continuous/Discrete/Survival Margins
gjrmObject	Fitted gjrm object
gt.bpm	Gradient test

-- H --

H.tri	Internal Function
H.triESS	Internal Function
H.triSS	Internal Function
hazsurv.plot	Hazard and survival plots
hiv	HIV Zambian data
hiv.polys	HIV Zambian data

-- I --

imputeSS	Missing values' imputation
int.postcheck	Diagnostic plots for discrete/continuous response margin

-- J --

jc.probs	Joint or conditional probabilities from a fitted joint model
jc.probs1	Joint or conditional probabilities from a fitted joint model
jc.probs2	Joint or conditional probabilities from a fitted joint model
jc.probs3	Joint or conditional probabilities from a fitted joint model
jc.probs4	Joint or conditional probabilities from a fitted joint model
jc.probs5	Joint or conditional probabilities from a fitted joint model
jc.probs6	Joint or conditional probabilities from a fitted joint model

-- L --

llpsi	Internal Function
LM.bpm	Lagrange Multiplier Test (Score Test)
logLik.SemiParBIV	Extract the log likelihood for a fitted copula model

-- M --

mb	Nonparametric (worst-case and IV) Manski's bounds
meps	MEPS data
mm	Internal Function
mmf	Internal Function

-- N --

numch	Internal Function
numgh	Internal Function

-- O --

OR	Causal odds ratio of a binary/continuous/discrete endogenous variable
overall.sv	Internal Function
overall.svG	Internal Function

-- P --

pen	Internal Function
penCor	Internal Function
plot.SemiParBIV	Plotting function
polys.map	Geographic map with regions defined as polygons
polys.setup	Set up geographic polygons
PosDefCor	Internal Function
post.check	Diagnostic plots for discrete/continuous response margin
postVb	Internal Function
pp	Internal Function
pred.mvt	Function to predict mean and variance of marginal distributions, as well as Kendall's tau
pred.var	Internal Function
predict.SemiParBIV	Prediction function
prev	Estimated overall prevalence from sample selection model
print.AT	Print an AT object
print.AT2	Print an AT2 object
print.copulaSampleSel	Print a copulaSampleSel object
print.gamlss	Print a gamlss object
print.gjrm	Print a gjrm 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.SemiParBIV	Print a SemiParBIV object
print.SemiParTRIV	Print a SemiParTRIV object
print.summary.copulaSampleSel	copulaSampleSel summary
print.summary.gamlss	gamlss summary
print.summary.gjrm	gjrm summary
print.summary.SemiParBIV	SemiParBIV summary
print.summary.SemiParTRIV	SemiParTRIV summary
probm	Internal Function
probmS	Internal Function
pscr	Internal Function
pscr0	Internal Function

-- R --

Reg2Copost	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 variable

-- S --

S.m	Internal Function
SemiParBIV	Internal fitting function
SemiParBIV.fit	Internal Function
SemiParBIV.fit.post	Internal Function
SemiParTRIV	Internal fitting function
SemiParTRIV.fit.post	Internal Function
sim.resp	Internal Function
SS	Internal Function
startsn	Internal Function
summary.copulaSampleSel	copulaSampleSel summary
summary.gamlss	gamlss summary
summary.gjrm	gjrm summary
summary.SemiParBIV	SemiParBIV summary
summary.SemiParTRIV	SemiParTRIV summary
susu	Internal Function
susutsn	Internal Function

-- T --

teta.tr	Internal Function
TRIapprox	Internal Function
triprobgHs	Internal Function
triprobgHsESS	Internal Function
triprobgHsSS	Internal Function

-- V --

vis.gam2	Internal Function
vis.gjrm	Visualization function
VuongClarke	Vuong and Clarke tests

-- W --

war	Civil war data
working.comp	Internal Function

-- X --

Xdpred

Internal Function