Robust Estimation and Inference in Sample Selection Models

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Documentation for package ‘ssmrob’ version 1.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

ssmrob-package	Robust Estimation and Inference in Sample Selection Models
coef.etregrob	Extract Coefficients from Robust Endogenous Treatment Model Fit
coef.heckit5rob	Extract Coefficients from Robust Sample Selection Model Fit
coef.heckitrob	Extract Coefficients from Robust Sample Selection Model Fit
dLambdadSM	Inverse Mills Ratio Derivative
dLambdadSM5	Inverse Mills Ratio Derivative
etreg2steprobVcov	Variance Covariance Matrix
etregrob	Robust Fit of Endogenous Treatment Model
fitted.etregrob	Fitted values of endogenous treatment model
fitted.heckit5rob	Fitted values of robust sample selection model
fitted.heckitrob	Fitted values of robust sample selection model
heck2steprobVcov	Variance Covariance Matrix
heck5twosteprobVcov	Variance Covariance Matrix
heckit5rob	Robust Heckit Fit: Switching Regressions
heckitrob	Robust Heckit Fit
heckitrob.control	Auxiliary for Controlling Robust Fitting
MEPS2001	Ambulatory Expenditures Data
MmatrM	M Matrix
model.matrix.etregrob	Design Matrix of Endogenous Treatment Model
model.matrix.heckit5rob	Design Matrix of Switching Regression Model
model.matrix.heckitrob	Design Matrix of Sample Selection Model
MROZ.RAW	Wage Offer Data
nobs.etregrob	Number of Observations
nobs.heckit5rob	Number of Observations
nobs.heckitrob	Number of Observations
print.etregrob	Print a 'etregrob' Object
print.heckit5rob	Print a 'heckit5rob' Object
print.heckitrob	Print a 'heckitrob' Object
print.summary.etregrob	Print Function for 'summary.etregrob'
print.summary.heckit5rob	Print Function for 'summary.heckit5rob'
print.summary.heckitrob	Print Function for 'summary.heckitrob'
PsiMest	Score Function of the Mallows M-Estimator
residuals.etregrob	Residuals of Robust Endogenous Treatment Model Fit
residuals.heckit5rob	Residuals of Robust Sample Selection Model Fit
residuals.heckitrob	Residuals of Robust Sample Selection Model Fit
ssmrob	Robust Sample Selection Model
summary.etregrob	Summarizing Robust Fits of Endogenous Treatment Models
summary.heckit5rob	Summarizing Robust Fits of Sample Selection Models
summary.heckitrob	Summarizing Robust Fits of Sample Selection Models
vcov.etregrob	Extract Asymptotic Variance Covariance Matrix
vcov.heckit5rob	Extract Asymptotic Variance Covariance Matrix
vcov.heckitrob	Extract Asymptotic Variance Covariance Matrix
x2weight.covMcd	Robustness Weights
x2weight.robCov	Robustness Weights