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References for Counting on count data models
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Further reading
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Key references
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McCullagh, P., Nelder, J. A. Generalized Linear
Models. London: Chapman and Hall, 1989. Key reference: [1]
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Gourieroux, C., Monfort, A., Trognon, A. "Pseudo maximum
likelihood methods: Applications to Poisson models" Econometrica 52:3 (1984): 701–720. Key reference: [2]
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Santos Silva, J. M. C., Tenreyro, S. "The log of
gravity" Review of
Economics and Statistics 88:4 (2006): 641–658. Key reference: [3]
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Barmby, T., Noland, M., Winkelmann, R. "Contracted
workdays and absence" The Manchester
School 69:3 (2001): 269–275. Key reference: [4]
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Hausman, J., Hall, B. H., Griliches, Z. "Econometric models
for count data with an application to the patents-R & D
relationship" Econometrica 52:4 (1984): 909–938. Key reference: [5]
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Winkelmann, R. "Duration
dependence and dispersion in count data models" Journal of
Business and Economic Statistics 13:4 (1995): 467–474. Key reference: [6]
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Mullahy, J. "Specification and
testing of some modified count data models" Journal of
Econometrics 33:3 (1986): 341–365. Key reference: [7]
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Shaw, D. "On-site samples’
regression: Problems of non-negative integers, truncation, and
endogenous stratification" Journal of
Econometrics 37:2 (1988): 211–223. Key reference: [8]
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Cameron, A. C., Trivedi, P. K. "Econometric models
based on count data: Comparisons and applications of some
estimators and tests" Journal of Applied
Econometrics 1:1 (1986): 29–53. Key reference: [9]
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Winkelmann, R. "Co-payments for
prescription drugs and the demand for doctor visits: Evidence
from a natural experiment" Health
Economics 13:11 (2004): 1081–1089. Key reference: [10]
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Windmeijer, F. A. G., Santos
Silva, J. M. C. "Endogeneity in
count data models: An application to demand for health
care" Journal of Applied
Econometrics 12:3 (1997): 281–294. Key reference: [11]
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Grogger, J. "The deterrent
effect of capital punishment: An analysis of daily homicide
counts" Journal of the
American Statistical Association 85:410 (1990): 295–303. Key reference: [12]
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Glaeser, E. L., Sacerdote, B., Scheinkman, J. A. "Crime and social
interactions" The Quarterly
Journal of Economics 111:2 (1996): 507–548. Key reference: [13]
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McCullagh, P., Nelder, J. A. Generalized Linear
Models. London: Chapman and Hall, 1989.
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Additional References
- Cameron, A. C., Trivedi, P. K. "Essentials of count data regression" In: Baltagi, B. H. (ed). A Companion to Theoretical Econometrics. Oxford: Blackwell, 2001.
- Deb, P., Trivedi, P. K. "The structure of demand for health care: Latent class versus two-part models" Journal of Health Economics 21:4 (2002): 601–625.
- Staub, K. E., Winkelmann, R. "Consistent estimation of zero inflated count data models" Health Economics 22:6 (2013): 673–686.
- Winkelmann, R. "Health care reform and the number of doctor visits—An econometric analysis" Journal of Applied Econometrics 19:4 (2004): 455–472.
- Winkelmann, R., Zimmermann, K. F. "Count data models for demographic data" Mathematical Population Studies 4:3 (1994): 205–221.
- Winkelmann, R., Zimmermann, K. F. "Recent developments in count data modeling: Theory and applications" Journal of Economic Surveys 9:1 (1995): 1–24.