CRAN/E | sampleSelection

sampleSelection

Sample Selection Models

Installation

About

Two-step and maximum likelihood estimation of Heckman-type sample selection models: standard sample selection models (Tobit-2), endogenous switching regression models (Tobit-5), sample selection models with binary dependent outcome variable, interval regression with sample selection (only ML estimation), and endogenous treatment effects models. These methods are described in the three vignettes that are included in this package and in econometric textbooks such as Greene (2011, Econometric Analysis, 7th edition, Pearson).

Citation sampleSelection citation info
www.sampleSelection.org

Key Metrics

Version 1.2-12
R ≥ 2.10
Published 2020-12-15 1394 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks sampleSelection results

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Maintainer

Maintainer

Arne Henningsen

Authors

Arne Henningsen

aut / cre

Ott Toomet

aut

Sebastian Petersen

ctb

Material

NEWS
Reference manual
Package source

In Views

CausalInference
Econometrics

Vignettes

Interval Regression with Sample Selection
Sample Selection Models
Using treatReg

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

sampleSelection archive

Depends

R ≥ 2.10
maxLik ≥ 0.7-3
stats

Imports

miscTools ≥ 0.6-3
systemfit ≥ 1.0-0
Formula ≥1.1-1
VGAM ≥ 1.1-1
mvtnorm ≥ 0.9-9994

Suggests

lmtest
Ecdat

Reverse Imports

EMSS
localIV
ssmrob

Reverse Suggests

AER
BiProbitPartial
hpa
marginaleffects
urbin

Reverse Enhances

censReg
prediction
stargazer