References

Abrevaya J. (1997), "The Equivalence of Two Estimators of the Fixed-Effects Logit Model," Economics Letters, 55, 41–44.

Agresti A. (1993), "Distribution-Free Fitting of Logit-Models With Random Effects for Repeated Categorical Responses," Statistics in Medicine, 12, 1969–1987.

Albert A. and Anderson J. A. (1984), "On the Existence of Maximum Likelihood Estimates in Logistic Regression Models," Biometrika, 71, 1–10.

Allison P. D. (1990), "Change Scores as Dependent Variables in Regression Analysis," in Sociological Methodology 1990, ed. C. CloggOxford: Basil Blackwell, 93–114.

Allison P. D. (1995), Survival Analysis Using SAS: A Practical Guide. CaryNC: SAS Institute Inc.

Allison P. D. (1996), "Fixed Effects Partial Likelihood for Repeated Events," Sociological Methods & Research, 25, 207–222.

Allison P. D. (1999), Logistic Regression Using the SAS System: Theory and Application. Cary, NC: SAS Institute Inc.

Allison P. D. (2000), "Inferring Causal Order from Panel Data," paper prepared for presentation at the Ninth International Conference on Panel Data, June 22, Geneva, Switzerland.

Allison P. D. (2002), "Bias in Fixed-Effects Cox Regression with Dummy Variables," unpublished paper, Department of Sociology, University of Pennsylvania.

Allison P. D. (2003), "Convergence Problems in Logistic Regression," in Numerical Issues in Statistical Computing for the Social Scientist, eds. M. Altman, J. Gill, and M. McDonald, New York: Wiley-Interscience, 247–262.

Allison P. D. and Bollen K.A. (1997), "Change Score, Fixed Effects, and Random Component Models: A Structural Equation Approach," paper presented at the Annual Meeting of the American Sociological Association.

Allison P. D. and Christakis N. (2000), "Fixed Effects Methods for the Analysis of Non-Repeated Events," unpublished paper, Department of Sociology, University of Pennsylvania.

Allison P. D. and Waterman R. (2002), "Fixed Effects Negative Binomial Regression Models," in Sociological Methodology 2002, ed. R. M. StolzenbergOxford: Basil Blackwell, 247–265.

Baltagi B. H. (1995), Econometric Analysis of Panel Data. New YorkJohn Wiley & Sons.

Begg C. B. and Gray R. (1984), "Calculation of Polychotomous Logistic Regression Parameters Using Individualized Regressions," Biometrika, 71, 11–18.

Bryk A. S. and Raudenbusch S. W. (1992), Hierarchical Linear Models: Application and Data Analysis Methods. Newbury ParkCA: Sage.

Cameron A. C. and Trivedi P. K. (1998), Regression Analysis of Count Data. CambridgeUK: Cambridge University Press.

Center for Human Resource Research (2002), NLSY97 User's Guide. WashingtonDC: U.S. Department of Labor.

Chamberlain G. (1980), "Analysis of Covariance with Qualitative Data," Review of Economic Statistics, 48, 225–238.

Chamberlain G. (1985), "Heterogeneity, Omitted Variable Bias, and Duration Dependence," in Longitudinal Analysis of Labor Market Data, eds. J. J. Heckman and B. Singer, CambridgeUK: Cambridge University Press, 3–38.

Conaway M. R. (1989), "Analysis of Repeated Categorical Measurements With Conditional Likelihood Methods," Journal of the American Statistical Association, 84, 53–62.

Cox D. R. (1972), "Regression Models and Life Tables" (with discussion), Journal of the Royal Statistical Society, Series B, 34, 187–220.

Darroch J. N. and McCloud P. I. (1986), "Category Distinguishability and Observer Agreement," Australian Journal of Statistics, 28, 371–388.

Diggle P. J. ; Liang K. Y. ; and Zeger S. L. (1994), Analysis of Longitudinal Data. New York: Oxford University Press.

England P. ; Allison P. D. ; Wu Y. ; and Ross M. (2004), "Does Bad Pay Cause Occupations to Feminize, Does Feminization Reduce Pay, and How Can We Tell with Longitudinal Data?" paper prepared for presentation at the Annual Meeting of the American Sociological Association, August 16, San Francisco, CA.

Goldstein H. (1987), Multilevel Models in Educational and Social Research. London: Griffin.

Greene W. H. (2000), Econometric Analysis, 4th Edition. Upper Saddle River, NJ: Prentice Hall.

Greene W. H. (2001),"Estimating Econometric Models with Fixed Effects," Finance Department Working Paper Series, Leonard N. Stern School, New York University.

Greenland S. (1996), "Confounding and Exposure Trends in Case-Crossover and Case-Time Control Designs," Epidemiology, 7, 231–239.

Hall B. H. ; Griliches Z. ; and Hausman J. A. (1986), "Patents and R & D: Is There a Lag?" International Economic Review, 27 (2), 265–283.

Hatcher L. (1994), A Step-by-Step Approach to Using the SAS System for Factor Analysis and Structural Equation Modeling. Cary, NC: SAS Institute Inc.

Hausman J. ; Hall B. H. ; and Griliches Z. (1984), "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, 52, 909–938.

Hu F. B. ; Goldberg J. ; Hedeker D. ; Flay B. R. ; and Pentz M. A. (1998), "Comparison of Population-Averaged and Subject-Specific Approaches for Analyzing Repeated Binary Outcomes," American Journal of Epidemiology, 147, 694–703.

Johnson N. L. and Kotz S. (1969), Distributions in Statistics: Discrete Distributions. New York: John Wiley & Sons.

Judge G. ; Hill C. ; Griffiths W. ; and Lee T. (1985), The Theory and Practice of Econometrics. New York: John Wiley & Sons.

Kalbfleisch J. D. and Sprott D. A. (1970), "Applications of Likelihood Methods to Models Involving Large Numbers of Parameters" (with discussion), Journal of the Royal Statistical Society, Series B, 32, 175–208.

Keane A. ; Jepson C. ; Pickett M. ; Robinson L ; and McCorkle R. (1996), "Demographic Characteristics, Fire Experiences and Distress of Residential Fire Survivors," Issues in Mental Health Nursing, 17, 487–501.

Kenward M. G. and Jones B. (1991), "The Analysis of Categorical Data from Cross-Over Trials Using a Latent Variable Model," Statistics in Medicine, 10, 1607–1619.

Kline R. B. (1998), Principles and Practice of Structural Equation Modeling. New York: Guilford Press, 1998.

Kreft I. G. and De Leeuw J. (1998), Introducing Multilevel Modeling. Thousand Oaks, CA: Sage Publications.

Kreft I. G. ; De Leeuw J. ; Aiken L. (1995), "The Effects of Different Forms of Centering in Hierarchical Linear Models," Multivariate Behavioral Research, 30, 1–21.

LaMotte L. R. (1983), "Fixed-, Random-, and Mixed-Effects Models," in Encyclopedia of Statistical Sciences, eds. S. Kotz, N. L. Johnson, and C. B. Read, New York: John Wiley & Sons.

Lin D. Y. and Wei L. J. (1989), "The Robust Inference for the Proportional Hazards Model," Journal of the American Statistical Association, 84, 1074–1078.

Maclure M. (1991), "The Case-Crossover Design: A Method for Studying Transient Effects on the Risk of Acute Events," American Journal of Epidemiology, 133, 144–153.

McNemar Q. (1955), Psychological Statistics. New York: John Wiley & Sons.

Mundlak Y. (1978), "On the Pooling of Time Series and Cross Sectional Data," Econometrica, 56, 69–86.

Muthén B. (1994), "Multilevel Covariance Structure Analysis," Sociological Methods & Research, 22, 376–398.

Muthén B. and Curran P. (1997), "General Longitudinal Modeling of Individual Differences in Experimental Designs: A Latent Variable Framework for Analysis and Power Estimation," Psychological Methods, 2, 371–402.

Neuhaus J. M. and Kalbfleisch J. D. (1998), "Between- and Within-Cluster Covariate Effects in the Analysis of Clustered Data," Biometrics, 54, 638-645.

Senn S. (1993), Cross-Over Trials in Clinical Research. New York: John Wiley & Sons.

Suissa S. (1995), "The Case-Time-Control Design," Epidemiology, 6, 248–253.

Teachman J. ; Duncan G. ; Yeung J. ; and Levy D. (2001), "Covariance Structure Models for Fixed and Random Effects," Sociological Methods & Research, 30, 271–288.

Therneau T. M. and Grambsch P. (2000), Modeling Survival Data: Extending the Cox Model. New York: Springer-Verlag.

Tjur T. A (1982), "Connection Between Rasch Item Analysis Model and a Multiplicative Poisson Model," Scandinavian Journal of Statistics, 9, 23–30.

Verbeke G. ; Spiessens B. ; and Lesaffre E. (2001), "Conditional Linear Mixed Models," The American Statistician, 55, 25–34.

Waterman R. P. and Lindsay B. G. (1996), "Projected Score Methods for Approximating Conditional Scores," Biometrika, 83, 1–13.

White H. (1980), "A Heteroscedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroscedasticity," Econometrica, 48, 817–838.

Wooldridge J. M. (2001), Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press.