Chapter 22 Panel data

Handbook of Econometrics

Volumn 2, Issue , 1984, Pages 1247-1318

  Chamberlain, Gary ^a  

^a UNIVERSITY OF WISCONSIN MADISON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 70350118398     PISSN: 15734412     EISSN: None     Source Type: Book Series    
DOI: 10.1016/S1573-4412(84)02014-6     Document Type: Review

References (141)

1. Amemiya T. The Estimation of Variances in a Variance-Components Model. International Economic Review 12 (1971) 1-13
2. Series B. Andersen E.B. Asymptotic Properties of Conditional Maximum Likelihood Estimators. Journal of the Royal Statistical Society 32 (1970) 283-301
3. Andersen E.B. Asymptotic Properties of Conditional Likelihood Ratio Tests. Journal of the American Statistical Association 66 (1971) 630-633
4. Series B. Andersen E.B. The Numerical Solution of a Set of Conditional Estimation Equations. Journal of the Royal Statistical Society 34 (1972) 42-54
5. Andersen E.B. Conditional Inference and Models for Measuring (1973), Mentalhygiejnisk Forlag, Copenhagen
6. Anderson T.W. Statistical Inference for Covariance Matrices with Linear Structure. In: Krishnaiah P.R. (Ed). Proceedings of the Second International Symposium on Multivariate Analysis (1969), Academic Press
7. Anderson T.W. Estimation of Covariance Matrices Which are Linear Combinations or Whose Inverses are Linear Combinations of Given Matrices. Essays in Probability and Statistics (1970), University of North Carolina Press, New York
8. Anderson T.W., and Hsiao C. Estimation of Dynamic Models with Error Components. Journal of the American Statistical Association 76 (1981) 598-606
9. forthcoming. Anderson T.W., and Hsiao C. Formulation and Estimation of Dynamic Models Using Panel Data. Journal of Econometrics (1982)
10. Avery R.B., Hansen L.P., and Hotz V.J. Multiperiod Probit Models and Orthogonality Condition Estimation. Carnegie-Mellon University, Graduate School of Industrial Administration Working Paper No. 62-80-81 (1981)
11. Balestra P., and Nerlove M. Pooling Cross Section and Time Series Data in the Estimation of a Dynamic Model: The Demand for Natural Gas. Econometrica 34 (1966) 585-612
12. Barndorff-Nielson O. Information and Exponential Families in Statistical Theory (1978), Wiley, New York
13. unpublished manuscript. Basmann R.L. On the Application of the Identifiability Test Statistic and Its Exact Finite Sample Distribution Function in Predictive Testing of Explanatory Economic Models (1965)
14. Becker G.S., and Lewis H.G. On the Interaction Between the Quantity and Quality of Children. Journal of Political Economy 81 (1973) S279-S288
15. Ben-Porath Y. Economic Analysis of Fertility in Israel: Point and Counter-Point. Journal of Political Economy 81 (1973) S202-S233
16. Billingsley P. Probability and Measure (1979), Wiley
17. Bishop Y.M.M., Fienberg S.E., and Holland P.W. Discrete Multivariate Analysis: Theory and Practice (1975), MIT Press, Cambridge, MA
18. Blinder A.S., and Weiss Y. Human Capital and Labor Supply: A Synthesis. Journal of Political Economy 84 (1976) 449-472
19. Brown C. Equalizing Differences in the Labor Market. Quarterly Journal of Economics 94 (1980) 113-134
20. Cain G.G., and Dooley M.D. Estimation of a Model of Labor Supply, Fertility, and Wages of Married Women. Journal of Political Economy 84 (1976) S179-S199
21. Chamberlain G. An Instrumental Variable Interpretation of Identification in Variance-Components and MIMIC Models. In: Taubman P. (Ed). Kinometrics: The Determinants of Socioeconomic Success Within and Between Families (1977), North-Holland Publishing Company
22. Chamberlain G. Omitted Variable Bias in Panel Data: Estimating the Returns to Schooling. Annales de l'INSEE 30/31 (1978) 49-82
23. unpublished manuscript. Chamberlain G. On the Use of Panel Data (1978)
24. Chamberlain G. Heterogeneity, Omitted Variable Bias, and Duration Dependence. Harvard Institute for Economic Research Discussion Paper No. 691 (1979)
25. Chamberlain G. Analysis of Covariance with Qualitative Data. Review of Economic Studies 47 (1980) 225-238
26. Papers and Proceedings. Chamberlain G. Studies of Teaching and Learning in Economics: Discussion. American Economic Review 69 (1980) 47-49
27. Chamberlain G. The General Equivalence of Granger and Sims Causality. Econometrica 50 (1982) 569-581
28. Chamberlain G. Multivariate Regression Models for Panel Data. Journal of Econometrics 18 (1982) 5-46
29. Chiang C.L. On Regular Best Asymptotically Normal Estimates. Annals of Mathematical Statistics 27 (1956) 336-351
30. Corcoran M., and Hill M.S. Persistence in Unemployment Among Adult Men. In: Duncan G.J., and Morgan J.N. (Eds). Five Thousand American Families - Patterns of Economic Progress (1980), Institute for Social Research, University of Michigan, Amsterdam
31. Cox D.R. Analysis of Binary Data (1970), Methuen, London
32. Cramèr H. Mathematical Methods of Statistics (1946), Princeton University Press
33. deFinetti B. Theory of Probability Vol. 2 (1975), Wiley, Princeton
34. Diaconis P., and Freedman D. deFinetti's Theorem for Markov Chains. The Annals of Probability 8 (1980) 115-130
35. Dynkin E.B., and Yushkevich A.A. Controlled Markov Processes (1979), Springer-Verlag, New York
36. Ferguson T.S. A Method of Generating Best Asymptotically Normal Estimates with Application to the Estimation of Bacterial Densities. Annals of Mathematical Statistics 29 (1958) 1046-1062
37. Series B. Fisher R.A. The Logic of Inductive Inference. Journal of the Royal Statistical Society 98 (1935) 39-54
38. Flinn C.J., and Heckman J.J. Models for the Analysis of Labor Force Dynamics. In: Rhodes G., and Basmann R.L. (Eds). Advances in Econometrics Vol. 1 (1982), JAI Press, New York
39. Flinn C.J., and Heckman J.J. New Methods for Analyzing Structural Models of Labor Force Dynamics. Journal of Econometrics 18 (1982) 115-168
40. Florens J.P., and Mouchart M. A Note on Noncausality. Econometrica 50 (1982) 583-591
41. Ghez G.R., and Becker G.S. The Allocation of Time and Goods Over the Life Cycle (1975), Columbia University Press, Greenwich
42. unpublished lecture notes, No. 12. Goldberger A.S. Asymptotics of the Sample Regression Slope (1974)
43. Goldberger A.S. Unobservable Variables in Econometrics. In: Zarembka P. (Ed). Frontiers in Econometrics (1974), Academic Press, New York
44. Granger C.W.J. Investigating Causal Relations by Econometric Models and Cross-Spectral Methods. Econometrica 37 (1969) 424-438
45. Griliches Z. Distributed Lags: A Survey. Econometrica 35 (1967) 16-49
46. Griliches Z. Errors in Variables and Other Unobservables. Econometrica 42 (1974) 971-998
47. Griliches Z. Wages of Very Young Men. Journal of Political Economy 84 (1976) S69-S85
48. Griliches Z. Sibling Models and Data in Economics: Beginnings of a Survey. Journal of Political Economy 87 (1979) S37-S64
49. Griliches Z., Hall B.H., and Hausman J.A. Missing Data and Self-Selection in Large Panels. Annales de l'INSEE 30/31 (1978) 137-176
50. Griliches Z., Hall B.H., and Hausman J.A. Econometric Models for Count Data with an Application to the Patents-R & D Relationship. National Bureau of Economic Research Technical Paper No. 17 (1981)
51. Griliches Z., and Pakes A. The Estimation of Distributed Lags in Short Panels. National Bureau of Economic Research Technical Paper No. 4 (1980)
52. Gronau R. The Effect of Children on the Housewife's Value of Time. Journal of Political Economy 81 (1973) S168-S199
53. Gronau R. The Allocation of Time of Israeli Women. Journal of Political Economy 84 (1976) S201-S220
54. Gronau R. Leisure, Home Production, and Work-the Theory of the Allocation of Time Revisited. Journal of Political Economy 85 (1977) 1099-1123
55. Hall R.E. Comment. Journal of Political Economy 81 (1973) S200-S201
56. Hall R.E. Stochastic Implications of the Life Cycle-Permanent Income Hypothesis: Theory and Evidence. Journal of Political Economy 86 (1978) 971-988
57. Hanoch G. A Multivariate Model of Labor Supply: Methodology and Estimation. In: Smith J.P. (Ed). Female Labor Supply: Theory and Estimation (1980), Princeton University Press, New York
58. Hansen L.P. Large Sample Properties of Generalized Method of Moments Estimators. Econometrica 50 (1982) 1029-1054
59. Hansen L.P., and Singleton K.J. Generalized Instrumental Variable Estimation of Nonlinear Rational Expectations Models. Econometrica 50 (1982) 1269-1286
60. Harville D.A. Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems. Journal of the American Statistical Association 72 (1977) 320-338
61. Hause J. The Covariance Structure of Earnings and the On-the-Job Training Hypothesis. Annals of Economic and Social Measurement 6 (1977) 335-365
62. Hause J. The Fine Structure of Earnings and the On-the-Job Training Hypothesis. Econometrica 48 (1980) 1013-1029
63. Hausman J.A., and Wise D.A. Attrition Bias in Experimental and Panel Data: The Gary Income Maintenance Experiment. Econometrica 47 (1979) 455-473
64. Hausman J.A., and Taylor W.E. Panel Data and Unobservable Individual Effects. Econometrica 49 (1981) 1377-1398
65. Heckman J.J. Shadow Prices, Market Wages, and Labor Supply. Econometrica 42 (1974) 679-694
66. Heckman J.J. A Life-Cycle Model of Earnings, Learning, and Consumption. Journal of Political Economy 84 (1976) S11-S44
67. Heckman J.J. Simple Statistical Models for Discrete Panel Data Developed and Applied to Test the Hypothesis of True State Dependence Against the Hypothesis of Spurious State Dependence. Annales de l'INSEE 30/31 (1978) 227-269
68. Heckman J.J. Sample Selection Bias as a Specification Error. In: Smith J.P. (Ed). Female Labor Supply: Theory and Estimation (1980), Princeton University Press, Princeton
69. Heckman J.J. Statistical Models for Discrete Panel Data. In: Manski C., and McFadden D. (Eds). Structural Analysis of Discrete Data with Econometric Applications (1981), MIT Press, Princeton
70. Heckman J.J. The Incidental Parameters Problem and the Problem of Initial Conditions in Estimating Discrete Time-Discrete Data Stochastic Processes and Some Monte Carlo Evidence. In: Manski C., and McFadden D. (Eds). Structural Analysis of Discrete Data with Econometric Applications (1981), MIT Press, Cambridge
71. Heckman J.J. Heterogeneity and State Dependence. In: Rosen S. (Ed). Conference on Labor Markets (1981), University of Chicago Press, Cambridge
72. Heckman J.J., and Borjas G. Does Unemployment Cause Future Unemployment? Definitions, Questions and Answers from a Continuous Time Model of Heterogeneity and State Dependence. Econometrica 47 (1980) 247-283
73. Heckman J.J., and MaCurdy T.E. A Life-Cycle Model of Female Labor Supply. Review of of Economic Studies 47 (1980) 47-74
74. Heckman J.J., and Willis R.J. A Beta-Logistic Model for the Analysis of Sequential Labor Force Participation by Married Women. Journal of Political Economy 85 (1977) 27-58
75. Hosoya Y. On the Granger Condition for Non-Causality. Econometrica 45 (1977) 1735-1736
76. Hsiao C. Some Estimation Methods for a Random Coefficient Model. Econometrica 43 (1975) 305-325
77. Huber P.J. The Behavior of Maximum Likelihood Estimates Under Nonstandard Conditions. Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability Vol. 1 (1967), University of California Press, Chicago
78. Jennrich R.I. Asymptotic Properties of Non-Linear Least Squares Estimators. The Annals of Mathematical Statistics 40 (1969) 633-643
79. Jöreskog K.G. An Econometric Model for Multivariate Panel Data. Annales de l'INSEE 30/31 (1978) 355-366
80. Jöreskog K.G., and Goldberger A.S. Estimation of a Model with Multiple Indicators and Multiple Causes of a Single Latent Variable. Journal of the American Statistical Association 70 (1975) 631-639
81. Jöreskog K.G., and Sörbom D. Statistical Models and Methods for Analysis of Longitudinal Data. In: Aigner D.J., and Goldberger A.S. (Eds). Latent Variables in Socio-economic Models (1977), North Holland, Berkeley and Los Angeles
82. Series B. Kalbfleisch J.D., and Sprott D.A. Application of Likelihood Methods to Models Involving Large Numbers of Parameters. Journal of the Royal Statistical Society 32 (1970) 175-208
83. Kendall M.G., and Stuart A. The Advanced Theory of Statistics Vol. 2 (1961), Griffin, Amsterdam
84. Kiefer J., and Wolfowitz J. Consistency of the Maximum Likelihood Estimator in the Presence of Infinitely Many Incidental Parameters. Annals of Mathematical Statistics 27 (1956) 887-906
85. Kiefer N., and Neumann G. Individual Effects in a Nonlinear Model. Econometrica 49 (1981) 965-980
86. Lancaster T. Econometric Methods for the Duration of Unemployment. Econometrica 47 (1979) 939-956
87. Series A. Lancaster T., and Nickell S. The Analysis of Re-Employment Probabilities for the Unemployed. Journal of the Royal Statistical Society 143 (1980) 141-165
88. unpublished manuscript. Lee L.F. Estimation of Error Components Model with ARMA (P, Q) Time Component-An Exact GLS Approach (1979)
89. unpublished manuscript. Lee L.F. Analysis of Econometric Models for Discrete Panel Data in the Multivariate Log Linear Probability Models (1980)
90. Levhari D., and Srinivasan T.N. Optimal Savings Under Uncertainty. Review of Economic Studies 36 (1969) 153-163
91. Lillard L., and Weiss Y. Components of Variation in Panel Earnings Data: American Scientists 1960-1970. Econometrica 47 (1979) 437-454
92. Lillard L., and Willis R.J. Dynamic Aspects of Earnings Mobility. Econometrica 46 (1978) 985-1012
93. unpublished manuscript. MaCurdy T.E. Multiple Time Series Models Applied to Panel Data: Specification of a Dynamic Model of Labor Supply (1979)
94. MaCurdy T.E. An Empirical Model of Labor Supply in a Life-Cycle Setting. Journal of Political Economy 89 (1981) 1059-1085
95. MaCurdy T.E. Asymptotic Properties of Quasi-Maximum Likelihood Estimators and Test Statistics. National Bureau of Economic Research Technical Paper No. 14 (1981)
96. MaCurdy T.E. The Use of Time Series Processes to Model the Error Structure of Earnings in a Longitudinal Data Analysis. Journal of Econometrics 18 (1982) 83-114
97. Madalla G.S. The Use of Variance Components Models in Pooling Cross Section and Time Series Data. Econometrica 39 (1971) 341-358
98. Madalla G.S., and Mount T.D. A Comparative Study of Alternative Estimators for Variance-Components Models Use in Econometric Applications. Journal of the American Statistical Association 68 (1973) 324-328
99. Malinvaud E. Statistical Methods of Econometrics (1970), North-Holland, London
100. Mazodier P., and Trognon A. Heteroskedasticity and Stratification in Error Components Models. Annales de l'INSEE 30/31 (1978) 451-482
101. McFadden D. Conditional Logit Analysis of Qualitative Choice Behavior. In: Zarembka P. (Ed). Frontiers in Econometrics (1974), Academic Press, New York
102. Mellow W. Unionism and Wages: A Longitudinal Analysis. Review of Economics and Statistics 63 (1981) 43-52
103. Mincer J. Market Prices, Opportunity Costs and Income Effects. In: Christ C.F., et al. (Ed). Measurement in Economics (1963), Stanford University Press
104. Mincer J., and Polachek S. Family Investments in Human Capital: Earnings of Women. Journal of Political Economy 82 (1974) S76-S108
105. Mundlak Y. Empirical Production Function Free of Management Bias. Journal of Farm Economics 43 (1961) 44-56
106. Mundlak Y. Estimation of Production and Behavioral Functions From a Combination of Time Series and Cross Section Data. In: Christ C.F., et al. (Ed). Measurement in Economics (1963), Stanford University Press, Stanford
107. Mundlak Y. On the Pooling of Time Series and Cross Section Data. Econometrica 46 (1978) 69-85
108. Mundlak Y. Models with Variable Coefficients: Integration and Extension. Annales de l'INSEE 30/31 (1978) 483-509
109. Nerlove M. Experimental Evidence on the Estimation of Dynamic Economic Relations from a Time Series of Cross-Sections. Economic Studies Quarterly 18 (1967) 42-74
110. Nerlove M. Further Evidence on the Estimation of Dynamic Relations from a Time Series of Cross-Sections. Econometrica 39 (1971) 359-382
111. Nerlove M. A Note on Error-Components Models. Econometrica 39 (1971) 383-396
112. Nerlove M. Lags in Economic Behavior. Econometrica 40 (1972) 221-251
113. Neyman J., and Scott E.L. Consistent Estimates Based on Partially Consistent Observations. Econometrica 16 (1948) 1-32
114. Nickell S. Estimating the Probability of Leaving Unemployment. Econometrica 47 (1979) 1249-1266
115. Nickell S. Biases in Dynamic Models with Fixed Effects. Econometrica 49 (1981) 1417-1426
116. Phelps E.S. The Accumulation of Risky Capital: A Sequential Utility Analysis. Econometrica 30 (1962) 729-743
117. Rao C.R. Linear Statistical Inference and Its Applications (1973), Wiley, Stanford
118. Rasch G. Probabilistic Models for Some Intelligence and Attainment Tests (1960), Denmarks Paedagogiske Institute, New York
119. Rasch G. On General Laws and the Meaning of Measurement in Psychology. Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability Vol. 4 (1961), University of California Press, Copenhagen
120. Rosenzweig M.R., and Wolpin K.I. Life-Cycle Labor Supply and Fertility. Journal of Political Economy 88 (1980) 328-348
121. Rothenberg T.J. Efficient Estimation with A Priori Information (1973), Yale University Press, Berkeley and Los Angeles
122. Schultz T.P. Estimating Labor Supply Functions for Married Women. In: Smith J.P. (Ed). Female Labor Supply: Theory and Estimation (1980), Princeton University Press, New Haven
123. Sims C.A. Money, Income, and Causality. The American Economic Review 62 (1972) 540-552
124. Singer B., and Spilerman S. Social Mobility Models for Heterogeneous Populations. In: Costner H.L. (Ed). Sociological Methodology 1973-1974 (1974), Jossey-Bass, Inc., Princeton
125. Singer B., and Spilerman S. Some Methodological Issues in the Analysis of Longitudinal Surveys. Annals of Economic and Social Measurement 5 (1976) 447-474
126. Stafford F.P., and Duncan G.J. Do Union Members Receive Compensating Wage Differentials?. American Economic Review 70 (1980) 355-371
127. Swamy P.A.V.B. Efficient Inference in a Random Coefficient Regression Model. Econometrica 38 (1970) 311-323
128. Swamy P.A.V.B. Linear Models with Random Coefficients. In: Zarembka P. (Ed). Frontiers in Econometrics (1974), Academic Press, San Francisco
129. Taylor W.E. Small Sample Considerations in Estimation from Panel Data. Journal of Econometrics 13 (1980) 203-223
130. Trognon A. Miscellaneous Asymptotic Properties of Ordinary Least Squares and Maximum Likelihood Estimators in Dynamic Error Components Models. Annales de l'INSEE 30/31 (1978) 631-657
131. Tuma N.B., Hannan M.T., and Groeneveld L.P. Dynamic Analysis of Event Histories. American Journal of Sociology 84 (1979) 820-854
132. Tuma N.B., and Robins P.K. A Dynamic Model of Employment Behavior: An Application to the Seattle and Denver Income Maintenance Experiments. Econometrica 48 (1980) 1031-1052
133. Wallace T.D., and Hussain A. The Use of Error Components Models in Combining Time Series with Cross Section Data. Econometrica 37 (1969) 55-72
134. White H. Using Least Squares to Approximate Unknown Regression Functions. International Economic Review 21 (1980) 149-170
135. White H. Nonlinear Regression on Cross Section Data. Econometrica 48 (1980) 721-746
136. White H. A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity. Econometrica 48 (1980) 817-838
137. White H. Maximum Likelihood Estimation of Misspecified Models. Econometrica 50 (1982) 1-25
138. White H. Instrumental Variable Regression with Independent Observations. Econometrica 50 (1982) 483-499
139. Willis R.J. A New Approach to the Economic Theory of Fertility Behavior. Journal of Political Economy 81 (1973) S14-S64
140. Zellner A., and Theil H. Three-Stage Least Squares: Simultaneous Estimation of Simultaneous Equations. Econometrica 30 (1962) 54-78
141. Zellner A., Kmenta J., and Drèze J. Specification and Estimation of Cobb-Douglas Production Function Models. Econometrica 34 (1966) 784-795