sampleSelection: Sample Selection Models
Version 1.0-4

Two-step estimation and maximum likelihood estimation of Heckman-type sample selection models: standard sample selection models (Tobit-2) and endogenous switching regression models (Tobit-5).

AuthorArne Henningsen <arne.henningsen@gmail.com>, Ott Toomet <otoomet@ut.ee>
Date of publication2015-11-03 11:59:38
MaintainerArne Henningsen <arne.henningsen@gmail.com>
LicenseGPL (>= 2)
Version1.0-4
URL http://www.sampleSelection.org
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("sampleSelection")

Popular man pages

fitted.selection: Fitted Values of Selection Models
heckit2fit: 2-step Heckman (heckit) estimation
heckitVcov: Heckit Variance Covariance Matrix
nlswork: National Longitudinal Survey of Young Working Women
predict.probit: Predict method for fitted probit models
predict.selection: Predict method for fitted sample selection models
probit-methods: probit-methods
See all...

All man pages Function index File listing

Man pages

binaryChoice: Binary choice models.
coef.selection: Extract Coefficients from Selection Models
fitted.selection: Fitted Values of Selection Models
heckit2fit: 2-step Heckman (heckit) estimation
heckitVcov: Heckit Variance Covariance Matrix
invMillsRatio: Inverse Mill's Ratio of probit models
linearPredictors: Calculates linear predictors for different models
model.frame.binaryChoice: Data of Binary Choice Models
model.frame.selection: Data of Selection Models
model.matrix.binaryChoice: Design Matrix of Binary Choice Models
model.matrix.selection: Design Matrix of Selection Models
Mroz87: U.S. Women's Labor Force Participation
nlswork: National Longitudinal Survey of Young Working Women
predict.probit: Predict method for fitted probit models
predict.selection: Predict method for fitted sample selection models
probit-methods: probit-methods
RandHIE: RAND Health Insurance Experiment
residuals.probit: Residuals of probit models
residuals.selection: Residuals of Selection Models
sampleSelection-internal: Internal sampleSelection Functions
selection: Heckman-style selection models
selection-methods: selection-methods
summary.probit: Summarizing Probit Estimations
summary.selection: Summarizing Selection Estimations
tobit2fit: Fitting Parametric Sample Selection Models
vcov.selection: Extract Variance Covariance Matrix

Functions

CB Man page Source code
Mroz87 Man page
RandHIE Man page
binaryChoice Man page Source code
checkIMRcollinearity Source code
coef.selection Man page Source code
coef.summary.selection Man page Source code
detectModelType Source code
fitted.probit Man page Source code
fitted.selection Man page Source code
heckit Man page Source code
heckit2fit Man page Source code
heckit5fit Man page Source code
heckitTfit Man page Source code
heckitVcov Man page Source code
invMillsRatio Man page Source code
lambda Man page Source code
linearPredictors Man page Source code
linearPredictors.probit Man page Source code
logLik.probit Man page Source code
logLik.selection Man page Source code
model.frame.binaryChoice Man page Source code
model.frame.selection Man page Source code
model.matrix.binaryChoice Man page Source code
model.matrix.selection Man page Source code
nObs.probit Man page Source code
nObs.selection Man page Source code
nlswork Man page
nobs.probit Man page Source code
nobs.selection Man page Source code
predict.probit Man page Source code
predict.selection Man page Source code
print.coef.selection Man page Source code
print.probit Man page Source code
print.selection Man page Source code
print.summary.probit Man page Source code
print.summary.selection Man page Source code
probit Man page Source code
probit-methods Man page
residuals.probit Man page Source code
residuals.selection Man page Source code
sampleSelection-internal Man page
selection Man page Source code
selection-methods Man page
selectionVariableName Source code
selectionVariableName.selection Source code
summary.probit Man page Source code
summary.selection Man page Source code
tobit2Bfit Man page Source code
tobit2fit Man page Source code
tobit5fit Man page Source code
tobitTfit Man page Source code
tobitType Source code
tobitType.selection Source code
vcov.selection Man page Source code

Files

inst
inst/CITATION
inst/doc
inst/doc/selection.Rnw
inst/doc/selection.bib
inst/doc/selection.R
inst/doc/selection.pdf
tests
tests/Mroz87SelectionTest.Rout.save
tests/binarySelectionOutcome.R
tests/invMillsRatioTest.R
tests/probit.Rout.save
tests/invMillsRatioTest.Rout.save
tests/selection.R
tests/heckitIvTest.R
tests/fail.Rout.save
tests/selection.Rout.save
tests/binarySelectionOutcome.Rout.save
tests/probit.R
tests/fail.R
tests/heckitIvTest.Rout.save
tests/Mroz87SelectionTest.R
NAMESPACE
demo
demo/treatReg.R
demo/00Index
NEWS
data
data/Mroz87.txt.gz
data/nlswork.rda
data/RandHIE.rda
R
R/vcov.selection.R
R/heckit5fit.R
R/print.summary.probit.R
R/checkIMRCollinearity.R
R/tobit2fit.R
R/fitted.probit.R
R/residuals.probit.R
R/heckitVcov.R
R/model.matrix.binaryChoice.R
R/coef.selection.R
R/nObs.R
R/heckitTfit.R
R/residuals.selection.R
R/tobitTfit.R
R/model.frame.selection.R
R/predict.probit.R
R/binaryChoice.R
R/predict.selection.R
R/fitted.selection.R
R/tobitType.R
R/lambda.R
R/selection.R
R/linearPredictors.R
R/tobit2Bfit.R
R/print.selection.R
R/model.matrix.selection.R
R/tobit5fit.R
R/logLik.probit.R
R/heckit2fit.R
R/detectModelType.R
R/model.frame.binaryChoice.R
R/coef.summary.selection.R
R/summary.selection.R
R/probit.R
R/print.coef.selection.R
R/logLik.selection.R
R/print.probit.R
R/invMillsRatio.R
R/summary.probit.R
R/heckit.R
R/selectionVariableName.R
R/CB.R
vignettes
vignettes/selection.Rnw
vignettes/.install_extras
vignettes/selection.bib
vignettes/runSweave.sh
vignettes/aux2bib_selection.sh
MD5
build
build/vignette.rds
DESCRIPTION
man
man/coef.selection.Rd
man/summary.probit.Rd
man/model.matrix.binaryChoice.Rd
man/selection-methods.Rd
man/summary.selection.Rd
man/linearPredictors.Rd
man/RandHIE.Rd
man/model.matrix.selection.Rd
man/sampleSelection-internal.Rd
man/residuals.selection.Rd
man/tobit2fit.Rd
man/model.frame.selection.Rd
man/predict.probit.Rd
man/fitted.selection.Rd
man/model.frame.binaryChoice.Rd
man/binaryChoice.Rd
man/predict.selection.Rd
man/selection.Rd
man/Mroz87.Rd
man/vcov.selection.Rd
man/heckitVcov.Rd
man/heckit2fit.Rd
man/residuals.probit.Rd
man/invMillsRatio.Rd
man/probit-methods.Rd
man/nlswork.Rd
sampleSelection documentation built on May 19, 2017, 6:25 a.m.

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