Two-step hierarchical estimation: Beyond regression analysis

Political Analysis

Volumn 13, Issue 4, 2005, Pages 447-456

  Achen, Christopher H ^a  

^a PRINCETON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 24944522562     PISSN: 10471987     EISSN: None     Source Type: Journal    
DOI: 10.1093/pan/mpi033     Document Type: Article

References (19)

1. Bartels, Larry M. 1996. "Pooling Disparate Observations." American Journal of Political Science 40:905-942.
2. Belsley, David A., Edwin Kuh, and Roy E. Welsch. 1980. Regression Diagnostics New York: Wiley.
3. Borjas, George J., and Glenn T. Sueyoshi. 1994. "A Two-Stage Estimator for Probit Models with Structural Group Effects." Journal of Econometrics 64:165-182.
4. Bowers, Jake, and Katherine W. Drake. 2005. "EDA for HLM: Visualization When Probabilistic Inference Fails." Political Analysis doi:10.1093/pan/mpi031.
5. Bryk, Anthony S., and Stephen W. Raudenbush. 2001. Hierarchical Linear Models, 2nd ed. Newbury Park, CA: Sage.
6. Duch, Raymond, and Randy Stevenson. 2005. "Context and the Economic Vote: A Multi-Level Analysis." Political Analysis doi:10.1093/pan/ mpi028.
7. Franzese, Robert J., Jr. 2005. "Empirical Strategies for Various Manifestations of Multilevel Data." Political Analysis doi:10.1093/pan/mpi024.
8. Gibbons, Robert D., and Donald Hedeker. 1997. "Random Effects Probit and Logistic Regression Models for Three-Level Data." Biometrics 53:1527-1537.
9. Hanushek, Erik A. 1974. "Efficient Estimators for Regressing Regression Coefficients." American Statistician 28:66-67.
10. Huber, John D., Georgia Kernell, and Eduardo Leoni. 2005. "Institutional Context, Cognitive Resources and Partisan Attachments Across Democracies." Political Analysis doi:10.1093/pan/mpi025.
11. Jusko, Karen Long. 2005. "A Two-Step Binary Response Model for Cross-National Public Opinion Data: A Research Note." Presented at the Midwest Political Science Association National Conference, April 7-10, 2005, Chicago.
12. Jusko, Karen Long, and W. Phillips Shively. 2005. "A Two-Step Strategy for the Analysis of Cross National Public Opinion Data." Political Analysis doi:10.1093/pan/mpi030.
13. Kedar, Orit. 2005. "How Diffusion of Power in Parliaments Affects Voter Choice." Political Analysis doi:10.1093/pan/mpi029.
14. Lewis, Jeffrey B., and Drew A. Linzer. 2005. "Estimating Regression Models in which the Dependent Variable Is Based on Estimates." Political Analysis doi:10.1093/pan/mpi026.
15. Lindley, Dennis V., and A. F. M. Smith. 1972. "Bayes Estimates for the Linear Model." Journal of the Royal Statistical Society, Series B 34:1-41.
16. Saxonhouse, Gary R. 1976. "Estimated Parameters as Dependent Varibles." American Economic Review 66:178-183.
17. Saxonhouse, Gary R. 1977. "Regressions from Samples Having Different Characteristics." Review of Economics and Statistics 59:234-237.
18. Snijders, Tom A. B., and Roel J. Bosker. 1999. Multilevel Analysis London: Sage.
19. Western, Bruce. 1998. "Causal Heterogeneity in Comparative Research." American Journal of Political Science 42:1233-1259.