Deriving target selection rules from endogenously selected samples

Journal of Applied Econometrics

Volumn 21, Issue 5, 2006, Pages 549-562

  Donkers, Bas ^a   Paap, Richard ^a   Jonker, Jedid Jah ^b   Franses, Philip Hans ^a  

^a ERASMUS UNIVERSITY ROTTERDAM   (Netherlands)

^b Social and Cultural Planning Office   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 33747501380     PISSN: 08837252     EISSN: 10991255     Source Type: Journal    
DOI: 10.1002/jae.858     Document Type: Article

References (25)

1. Amemiya T. 1985. Advanced Econometrics. Blackwell: Oxford.
2. American Association for Fundraising Counsel. 2002. Giving USA. AAFRC Trust for Philanthropy.
3. Bitran GR, Mondschein SV. 1996. Mailing decisions in the catalog sales industry. Management Science 42: 1364-1381.
4. Bucklin RE, Gupta S, Siddarth S. 1998. Determining segmentation in sales response across consumer purchase behaviors. Journal of Marketing Research 35: 189-197.
5. Bult JR, Wansbeek TJ. 1995. Optimal selection for direct mail. Marketing Science 14: 378-394.
6. Dempster AP, Laird NM, Rubin R. 1977. ML estimation from incomplete data via the EM algorithm (with discussion). Journal of the Royal Statistical Society 39: 1-38.
7. Fitzgerald J, Gottschalk P, Moffitt R. 1998. An analysis of sample attrition in panel data. Journal of Human Resources 33: 251-299.
8. Gönül F, Shi MZ. 1998. Optimal mailing of catalogs: a new methodology using estimable structural dynamic programming models. Management Science 44: 1249-1262.
9. Gupta S. 1988. Impact of sales promotions on when, what, and how much to buy. Journal of Marketing Research 25: 342-355.
10. Heckman JJ. 1979. Sample selection bias as a specification error. Econometrica 47: 153-161.
11. Heckman JJ. 1981. The incidental parameters problem and the problem of initial conditions in estimating discrete time data stochastic processes. In Structural Analysis of Discrete Data with Econometric Applications, Manski C, McFadden D (eds). The MIT Press: Cambridge, MA.
12. Jain DC, Vilcassim NJ, Chintagunta PK. 1994. A random-coefficients logit brand-choice model applied to panel data. Journal of Business & Economic Statistics 12: 317-328.
13. Kass GV. 1980. An exploratory technique for investigating large quantities of categorical data. Applied Statistics 29: 119-127.
14. Kiefer NM. 1978. Discrete parameter variation: efficient estimation of a switching regression model. Econometrica 46: 427-434.
15. Manchanda P, Rossi PE, Chintagunta PK. 2004. Response modeling with nonrandom marketing-mix variables. Journal of Marketing Research 41: 467-478.
16. Martins M. 2001. Parametric and semiparametric estimation of sample selection models: an empirical application to the female labour force in Portugal. Journal of Applied Econometrics 16: 23-39.
17. McLachlan G, Krishnan T. 1997. The EM Algorithm and Extensions. John Wiley & Sons: New York.
18. Patterson BH, Dayton CM, Graubard BI. 2002. Latent class analysis of complex sample survey data: application to dietary data. Journal of the American Statistical Association 97: 721-729.
19. Ter Horst J, Nijman T, Verbeek M. 2001. Eliminating look ahead bias in evaluating persistence in mutual fund performance. Journal of Empirical Finance 8: 345-373.
20. Titterington D, Smith A, Makov U. 1985. Statistical Analysis of Finite Mixture Distributions. John Wiley & Sons: New York.
21. Vakratsas D, Bass FM. 2002. A segment-level hazard approach to studying household purchase timing decisions. Journal of Applied Econometrics 17: 49-59.
22. Wedel M, Kamakura WA. 1999. Market Segmentation; Conceptual and Methodological Foundations. International Series in Quantitative Marketing. Kluwer Academic Publishers: Boston.
23. Wedel M, DeSarbo WS, Bull JR, Ramaswamy V. 1993. A latent class Poisson regression model for heterogeneous count data with an application to direct mail. Journal of Applied Econometrics 8: 397-411.
24. Wooldridge JM. 1995. Selection corrections for panel data models under conditional mean independence assumption. Journal of Econometrics 68: 115-132.
25. Wooldridge JM. 1999. Asymptotic properties of weighted M-estimators for variable probability samples.Econometrica 67: 1385-1406.