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Economic Motivations for Limited Dependent and Qualitative Variable Models

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  • T.R.L. FRY
  • R.D. BROOKS
  • BR. COMLEY
  • J. ZHANG

Abstract

The greater availability of survey data, a succession of papers dealing with the statistical issues arising from the analysis of such data and the appearance of software packages, such as UMDEP, have led to a remarkable increase in the application of limited dependent and qualitative variable models in economics. Economic analysis of the behaviour of individual decision makers often leads to models which are of a limited dependent or qualitative variable nature. This paper attempts to show how the use of these models naturally arises from the more general framework of modifications to traditional economic optimization problems.

Suggested Citation

  • T.R.L. Fry & R.D. Brooks & Br. Comley & J. Zhang, 1993. "Economic Motivations for Limited Dependent and Qualitative Variable Models," The Economic Record, The Economic Society of Australia, vol. 69(2), pages 193-205, June.
  • Handle: RePEc:bla:ecorec:v:69:y:1993:i:2:p:193-205
    DOI: 10.1111/j.1475-4932.1993.tb01813.x
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    1. Barzel, Yoram, 1974. "A Theory of Rationing by Waiting," Journal of Law and Economics, University of Chicago Press, vol. 17(1), pages 73-95, April.
    2. Hanemann, W Michael, 1984. "Discrete-Continuous Models of Consumer Demand," Econometrica, Econometric Society, vol. 52(3), pages 541-561, May.
    3. Mark B. Stewart, 1983. "On Least Squares Estimation when the Dependent Variable is Grouped," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 50(4), pages 737-753.
    4. Ruud, Paul A., 1991. "Extensions of estimation methods using the EM algorithm," Journal of Econometrics, Elsevier, vol. 49(3), pages 305-341, September.
    5. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-362, March.
    6. Peters, Hans & Wakker, Peter, 1991. "Independence of Irrelevant Alternatives and Revealed Group Preferences," Econometrica, Econometric Society, vol. 59(6), pages 1787-1801, November.
    7. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    8. McFadden, Daniel, 1989. "A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration," Econometrica, Econometric Society, vol. 57(5), pages 995-1026, September.
    9. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    10. Takeshi Amemiya, 1975. "Qualitative Response Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 4, number 3, pages 363-372, National Bureau of Economic Research, Inc.
    11. Madan, Dilip B., 1986. "Utility correlations in probabilistic choice modelling," Economics Letters, Elsevier, vol. 20(3), pages 241-245.
    12. McGillivray, Mark & Oczkowski, Edward, 1991. "Modelling the Allocation of Australian Bilateral Aid: A Two-Part Sample Selection Approach," The Economic Record, The Economic Society of Australia, vol. 67(197), pages 147-152, June.
    13. A. Zabalza & C. Pissarides & M. Barton, 1980. "Social Security and the Choice between Full-time Work, Part-time Work and Retirement," NBER Chapters, in: Econometric Studies in Public Finance, pages 245-276, National Bureau of Economic Research, Inc.
    14. Megdal, Sharon Bernstein, 1987. "The Econometrics of Piecewise-Linear Budget Constraints: A Monte Carlo Study," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(2), pages 243-248, April.
    15. Terza, Joseph V & Wilson, Paul W, 1990. "Analyzing Frequencies of Several Types of Events: A Mixed Multinomial-Poisson Approach," The Review of Economics and Statistics, MIT Press, vol. 72(1), pages 108-115, February.
    16. Cameron, A Colin & Trivedi, Pravin K, 1986. "Econometric Models Based on Count Data: Comparisons and Applications of Some Estimators and Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(1), pages 29-53, January.
    17. Cecchetti, Stephen G., 1986. "The frequency of price adjustment : A study of the newsstand prices of magazines," Journal of Econometrics, Elsevier, vol. 31(3), pages 255-274, April.
    18. Amemiya, Takeshi, 1981. "Qualitative Response Models: A Survey," Journal of Economic Literature, American Economic Association, vol. 19(4), pages 1483-1536, December.
    19. Daniel L. McFadden, 1976. "Quantal Choice Analysis: A Survey," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 363-390, National Bureau of Economic Research, Inc.
    20. McFadden, Daniel, 1987. "Regression-based specification tests for the multinomial logit model," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 63-82.
    21. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
    22. Unknown, 1986. "Letters," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 1(4), pages 1-9.
    23. Deaton,Angus & Muellbauer,John, 1980. "Economics and Consumer Behavior," Cambridge Books, Cambridge University Press, number 9780521296762.
    24. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    25. Atkinson, A B & Gomulka, J & Stern, N H, 1990. "Spending on Alcohol: Evidence from the Family Expenditure Survey 1970-1983," Economic Journal, Royal Economic Society, vol. 100(402), pages 808-827, September.
    26. Small, Kenneth A & Hsiao, Cheng, 1985. "Multinomial Logit Specification Tests," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(3), pages 619-627, October.
    27. Tse, Y K, 1987. "A Diagnostic Test for the Multinomial Logit Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(2), pages 283-286, April.
    28. Earl, Peter E, 1990. "Economics and Psychology: A Survey," Economic Journal, Royal Economic Society, vol. 100(402), pages 718-755, September.
    29. Hensher, David A, 1986. "Sequential and Full Information Maximum Likelihood Estimation of a Nested Logit Model," The Review of Economics and Statistics, MIT Press, vol. 68(4), pages 657-667, November.
    30. Heien, Dale & Wessells, Cathy Roheim, 1990. "Demand Systems Estimation with Microdata: A Censored Regression Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(3), pages 365-371, July.
    31. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 225-238.
    32. Duncan, Gregory M, 1980. "Formulation and Statistical Analysis of the Mixed, Continuous/Discrete Dependent Variable Model in Classical Production Theory," Econometrica, Econometric Society, vol. 48(4), pages 839-852, May.
    33. Williamson, Oliver E, 1981. "The Modern Corporation: Origins, Evolution, Attributes," Journal of Economic Literature, American Economic Association, vol. 19(4), pages 1537-1568, December.
    34. Jerry A. Hausman, 1975. "Project Independence Report: An Appraisal of Energy Needs up to 1985," Bell Journal of Economics, The RAND Corporation, vol. 6(2), pages 517-551, Autumn.
    35. MARK McGILLIVRAY & EDWARD OCZKOWSKI, 1991. "Modelling the Allocation of Australian Bilaterial Aid: A Two‐Part Sample Selection Approach," The Economic Record, The Economic Society of Australia, vol. 67(2), pages 147-152, June.
    36. Pagan, Adrian & Vella, Frank, 1989. "Diagnostic Tests for Models Based on Individual Data: A Survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(S), pages 29-59, Supplemen.
    37. Demsetz, Harold, 1973. "Joint Supply and Price Discrimination," Journal of Law and Economics, University of Chicago Press, vol. 16(2), pages 389-405, October.
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