Sample selection models in R: Package sampleSelection

Journal of Statistical Software

Volumn 27, Issue 7, 2008, Pages 1-23

  Toomet, Ott ^a   Henningsen, Arne ^b  

^a UNIVERSITY OF TARTU   (Estonia)

^b UNIVERSITY OF KIEL   (Germany)

Author keywords

Econometrics; Heckman selection models; R; Sample selection models

Indexed keywords

EID: 48749114317     PISSN: 15487660     EISSN: 15487660     Source Type: Journal    
DOI: 10.18637/jss.v027.i07     Document Type: Article

References (29)

1. Amemiya T (1984). "Tobit Models: A Survey." Journal of Econometrics, 24, 3-61.
2. Amemiya T (1985). Advanced Econometrics. Harvard University Press, Cambridge, Massachusetts.
3. d." Journal of Applied Probability, 29, 885-895.
4. Berndt EK, Hall BH, Hall RE, Hausman JA (1974). "Estimation and Inference in Nonlinear Structural Models." Annals of Economic and Social Measurement, 3(4), 653-665.
5. Calzolari G, Fiorentini G (1993). "Alternative Covariance Estimators of the Standard Tobit Model." Economics Letters, 42(1), 5-13.
6. Cameron AC, Trivedi PK (2005). Microeconometrics: Methods and Applications. Cambridge University Press, New York.
7. Chamberlain G (1986). "Asymptotic Efficiency in Semi-Parametric Models with Censoring." Journal of Econometrics, 32, 189-218.
8. Genz A, Bretz F, Hothorn T (2005). mvtnorm: Multivariate Normal and t Distribution. R package version 0.7-6, URL http://CRAN.R- project.org/package=mvtnorm.
9. Greene WH (1981). "Sample Selection Bias as a Specification Error: A Comment." Econometrica, 49(3), 795-798.
10. Greene WH (2002). Econometric Analysis. 5th edition. Prentice Hall. ISBN 0130661899.
11. Greene WH (2006). "Errata and Discussion of Econometric Analysis, 5th edition." http://pages.stern.nyu.edu/~wgreene/Text/Errata/ERRATA5.htm.
12. Greene WH (2007). Limdep 9.0 Econometric Modeling Guide, Volume 1. Econometric Software, Inc., Plainview, NY. URL http://www.Limdep.com/.
13. Heckman JJ (1976). "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models." Annals of Economic and Social Measurement, 5(4), 475-492.
14. Heckman JJ (1979). "Sample Selection Bias as a Specification Error." Econometrica, 47(1), 153-161.
15. Heckman JJ, MaCurdy TE (1986). "Labor Econometrics." In Z Griliches, MD Intriligator (eds.), "Handbook of Econometrics," volume 3, chapter 32, pp. 1917-1977. Elsevier, Amsterdam.
16. Henningsen A, Hamann JD (2007a). "systemfit: A Package for Estimating Systems of Simultaneous Equations in R." Journal of Statistical Software, 23(4), 1-40. URL http://www.jstatsoft.org/v23/ i04/.
17. Henningsen A, Hamann JD (2007b). systemfit: Simultaneous Equation Estimation. R package version 1.0, URL http://CRAN.R-project.org/ package=systemfit.
18. Johnston J, DiNardo J (1997). Econometric Methods. 4th edition. McGraw-Hill.
19. Leung SF, Yu S (1996). "On the Choice Between Sample Selection and Two-Part Models." Journal of Econometrics, 72, 197-229.
20. Li Q, Racine JS (2007). Nonparametric Econometrics: Theory and Practice. Princeton University Press, Princeton.
21. Mroz TA (1987). "The Sensitivity of an Empirical Model of Married Women's Hours to Work to Economic and Statistical Assumptions." Econometrica, 55(4), 765-799.
22. Newhouse JP (1999). "RAND Health Insurance Experiment [in Metropolitan and Non-Metropolitan Areas of the United States], 1974-1982." Aggregated Claims Series, Volume 1: Codebook for Fee-for-Service Annual Expenditures and Visit Counts ICPSR 6439, ICPSR Inter-university Consortium for Political and Social Research.
23. Pagan A, Ullah A (1999). Nonparametric Econometrics. Themes in Modern Econometrics. Cambridge University Press, Cambridge.
24. Powell JL (1994). "Estimation of Semiparametric Models." In RF Engle, DL McFadden (eds.), "Handbook of Econometrics," volume 4, chapter 41, pp. 2443-2521. Elsevier.
25. R Development Core Team (2008). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http://www.R-project.org/.
26. StataCorp (2007). Stata Statistical Software: Release 10. StataCorp LP, College Station, Texas. URL http://www.Stata.com/.
27. Toomet O, Henningsen A (2008). maxLik: Maximum Likelihood Estimation. R package version 0.5, URL http://CRAN.R-project.org/package= maxLik.
28. Verbeek M (2000). A Guide to Modern Econometrics. John Wiley & Sons, Hoboken, NJ.
29. Wooldridge JM (2003). Introductory Econometrics. A Modern Approach. 2nd edition. Thomson South-Western.