Chapter 36 Large sample estimation and hypothesis testing

Handbook of Econometrics

Volumn 4, Issue , 1994, Pages 2111-2245

  Newey, Whitney K ^a   McFadden, Daniel ^b  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 70350096085     PISSN: 15734412     EISSN: None     Source Type: Book Series    
DOI: 10.1016/S1573-4412(05)80005-4     Document Type: Review

References (109)

1. Ait-Sahalia Y. Asymptotic Theory for Functionals of Kernel Estimators. MIT Ph.D. thesis (1993)
2. Amemiya T. Regression Analysis When the Dependent Variable is Truncated Normal. Econometrica 41 (1973) 997-1016
3. Amemiya T. The Nonlinear Two-Stage Least-Squares Estimator. Journal of Econometrics 2 (1974) 105-110
4. Amemiya T. Advanced Econometrics (1985), Harvard University Press, Cambridge, MA
5. Andersen P.K., and Gill R.D. Cox's Regression Model for Counting Processes: A Large Sample Study. The Annals of Statistics 19 (1982) 1100-1120
6. Andrews D.W.K. Asymptotics for Semiparametric Econometric Models: I. Estimation and Testing. Cowles Foundation Discussion Paper No. 908R (1990)
7. Andrews D.W.K. Generic Uniform Convergence. Econometric Theory 8 (1992) 241-257
8. Andrews D.W.K. Empirical Process Methods in Econometrics. In: Engle R., and McFadden D. (Eds). Handbook of Econometrics Vol. 4 (1994), North-Holland, Amsterdam
9. Barro R.J. Unanticipated Money Growth and Unemployment in the United States. American Economic Review 67 (1977) 101-115
10. Bartle R.G. The Elements of Integration (1966), John Wiley and Sons, New York
11. preprint. Bates C.E., and White H. Determination of Estimators with Minimum Asymptotic Covariance Matrices (1992), University of California, San Diego
12. Berndt E.R., Hall B.H., Hall R.E., and Hausman J.A. Estimation and Inference in Nonlinear Structural Models. Annals of Economic and Social Measurement 3 (1974) 653-666
13. Bickel P. On Adaptive Estimation. Annals of Statistics 10 (1982) 647-671
14. Forthcoming monograph. Bickel P., Klaassen C.A.J., Ritov Y., and Wellner J.A. Efficient and Adaptive Inference in Semiparametric Models (1992), Johns Hopkins University Press, Baltimore, MD
15. Billingsley P. Convergence of Probability Measures (1968), Wiley, New York
16. Bloomfeld P., and Steiger W.L. Least Absolute Deviations: Theory, Applications, and Algorithms (1983), Birkhauser, Boston
17. Brown B.W. The Identification Problem in Systems Nonlinear in the Variables. Econometrica 51 (1983) 175-196
18. Burguete J., Gallant A.R., and Souza G. On the Unification of the Asymptotic Theory of Nonlinear Econometric Models. Econometric Reviews 1 (1982) 151-190
19. Carroll R.J. Adapting for Heteroskedasticity in Linear Models. Annals of Statistics 10 (1982) 1224-1233
20. Chamberlain G. Multivariate Regression Models for Panel Data. Journal of Econometrics 18 (1982) 5-46
21. Chamberlain G. Asymptotic Efficiency in Estimation with Conditional Moment Restrictions. Journal of Econometrics 34 (1987) 305-334
22. Chesher A. Testing for Neglected Heterogeneity. Econometrica 52 (1984) 865-872
23. Chiang C.L. On Regular Best Asymptotically Normal Estimates. Annals of Mathematical Statistics 27 (1956) 336-351
24. Daniels H.E. The Asymptotic Efficiency of a Maximum Likelihood Estimator. Fourth Berkeley Symposium on Mathematical Statistics and Probability (1961), University of California Press, Berkeley 151-163
25. Davidson R., and MacKinnon J. Convenient Tests for Probit and Logit Models. Journal of Econometrics 25 (1984) 241-262
26. Eichenbaum M.S., Hansen L.P., and Singleton K.J. A Time Series Analysis of Representative Agent Models of Consumption and Leisure Choice Under Uncertainty. Quarterly Journal of Economics 103 (1988) 51-78
27. Eicker F. Limit Theorems for Regressions with Unequal and Dependent Errors. In: LeCam L.M., and Neyman J. (Eds). Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability (1967), University of California Press, Berkeley
28. Fair R.C., and Jaffee D.M. Methods of Estimation for Markets in Disequilibrium. Econometrica 40 (1972) 497-514
29. 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
30. Fisher F.M. The Identification Problem in Econometrics (1976), Krieger, New York
31. Fisher R.A. On the Mathematical Foundations of Theoretical Statistics. Philosophical Transactions, A 222 (1921) 309-368
32. Fisher R.A. Theory of Statistical Estimation. Proceedings of the Cambridge Philosophical Society 22 (1925) 700-725
33. Gourieroux C., Monfort A., and Trognon A. Testing Nested or Nonnested Hypotheses. Journal of Econometrics 21 (1983) 83-115
34. Gourieroux C., Monfort A., and Trognon A. Psuedo Maximum Likelihood Methods: Theory. Econometrica 52 (1984) 681-700
35. Hajek J. A Characterization of Limiting Distributions of Regular Estimates. Z. Wahrscheinlichkeitstheorie verw. Geb. 14 (1970) 323-330
36. Hansen L.P. Large Sample Properties of Generalized Method of Moments Estimators. Econometrica 50 (1982) 1029-1054
37. Hansen L.P. A Method for Calculating Bounds on the Asymptotic Covariance Matrices of Generalized Method of Moments Estimators. Journal of Econometrics 30 (1985) 203-238
38. Hansen L.P. Notes on Two Step GMM Estimators. Discussion, December meetings of the Econometric Society (1985)
39. Hansen L.P., and Singleton K.J. Generalized Instrumental Variable Estimation of Nonlinear Rational Expectations Models. Econometrica 50 (1982) 1269-1286
40. mimeo. Hansen L.P., Heaton J., and Jagannathan R. Econometric Evaluation of Intertemporal Asset Pricing Models Using Volatility Bounds (1992), University of Chicago
41. Härdle W. Applied Nonparametric Regression (1990), Cambridge University Press, Cambridge
42. Härdle W., and Linton O. Nonparametric Regression. In: Engle R., and McFadden D. (Eds). Handbook of Econometrics Vol. 4 (1994), North-Holland, Amsterdam
43. Hausman J.A. Specification Tests in Econometrics. Econometrica 46 (1978) 1251-1271
44. Hausman J.A., and McFadden D. Specification Tests for the Multinomial Logit Model. Econometrica 52 (1984) 1219-1240
45. Heckman J.J. The Common Structure of Statistical Models of Truncation, Sample Selection, and Limited Dependent Variables and a Simple Estimator for Such Models. Annals of Economic and Social Measurement 5 (1976) 475-492
46. Honoré B.E. Timmed LAD and Least Squares Estimation of Truncated and Censored Models with Fixed Effects. Econometrica 60 (1992) 533-565
47. mimeo. Honoré B.E., and Powell J.L. Pairwise Difference Estimators of Linear, Censored, and Truncated Regression Models (1992), Northwestern University
48. Huber P.J. Robust Estimation of a Location Parameter. Annals of Mathematical Statistics 35 (1964) 73-101
49. Huber P. The Behavior of Maximum Likelihood Estimates Under Nonstandard Conditions. In: LeCam L.M., and Neyman J. (Eds). Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability (1967), University of California Press, Berkeley
50. Huber P. Robust Statistics (1981), Wiley, New York
51. Ibragimov I.A., and Has'minskii R.Z. Statistical Estimation: Asymptotic Theory (1981), Springer-Verlag, New York
52. Jennrich. Asymptotic Properties of Nonlinear Least Squares Estimators. Annals of Mathematical Statistics 20 (1969) 633-643
53. Koenker R., and Bassett G. Regression Quantiles. Econometrica 46 (1978) 33-50
54. LeCam L. On the Asymptotic Theory of Estimation and Testing Hypotheses. In: LeCam L.M., and Neyman J. (Eds). Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability vol. 1 (1956), University of California Press, Berkeley 129-156
55. Lee L.F., and Chesher A. Specification Testing when the Score Statistics are Identically Zero. Journal of Econometrics 31 (1986) 121-149
56. Maasoumi E., and Phillips P.C.B. On the Behavior of Inconsistent Instrumental Variables Estimators. Journal of Econometrics 19 (1982) 183-201
57. Malinvaud E. The Consistency of Nonlinear Regressions. Annals of Mathematical Statistics 41 (1970) 956-969
58. Manski C. Maximum Score Estimation of the Stochastic Utility Model of Choice. Journal of Econometrics 3 (1975) 205-228
59. McDonald J.B., and Newey W.K. Partially Adaptive Estimation of Regression Models Via the Generalized T Distribution. Econometric Theory 4 (1988) 428-457
60. McFadden D. Regression-Based Specification Tests for the Multinomial Logit Model. Journal of Econometrics 34 (1987) 63-82
61. McFadden D. A Method of Simulated Moments for Estimation of Multinomial Discrete Response Models Without Numerical Integration. Econometrica 57 (1989) 995-1026
62. mimeo. McFadden D. An Introduction to Asymptotic Theory: Lecture Notes for 14.381 (1990), MIT
63. Newey W.K. A Method of Moments Interpretation of Sequential Estimators. Economics Letters 14 (1984) 201-206
64. Newey W.K. Generalized Method of Moments Specification Testing. Journal of Econometrics 29 (1985) 229-256
65. Newey W.K. Asymptotic Properties of a One-Step Estimator Obtained from an Optimal Step Size. Econometric Theory 3 (1987) 305
66. mimeo. Newey W.K. Interval Moment Estimation of the Truncated Regression Model (1988), Department of Economics, MIT
67. mimeo. Newey W.K. Locally Efficient, Residual-Based Estimation of Nonlinear Simultaneous Equations Models (1989), Department of Economics, Princeton University
68. Newey W.K. Semiparametric Efficiency Bounds. Journal of Applied Econometrics 5 (1990) 99-135
69. Newey W.K. Uniform Convergence in Probability and Stochastic Equicontinuity. Econometrica 59 (1991) 1161-1167
70. Newey W.K. Efficient Estimation of Tobit Models Under Conditional Symmetry. In: Barnett W., Powell J., and Tauchen G. (Eds). Semiparametric and Nonparametric Methods in Statistics and Econometrics (1991), Cambridge University Press, Cambridge
71. Newey W.K. The Asymptotic Variance of Semiparametric Estimators. MIT Working Paper (1992)
72. mimeo. Newey W.K. Partial Means, Kernel Estimation, and a General Asymptotic Variance Estimator (1992), MIT
73. mimeo. Newey W.K. Efficient Two-Step Instrumental Variables Estimation (1993), MIT
74. Newey W.K., and Powell J.L. Asymmetric Least Squares Estimation and Testing. Econometrica 55 (1987) 819-847
75. Newey W.K., and West K. Hypothesis Testing with Efficient Method of Moments Estimation. International Economic Review 28 (1988) 777-787
76. mimeo. Newey W.K., Hsieh F., and Robins J. Bias Corrected Semiparametric Estimation (1992), MIT
77. Olsen R.J. Note on the Uniqueness of the Maximum Likelihood Estimator for the Tobit Model. Econometrica 46 (1978) 1211-1216
78. Pagan A.R. Econometric Issues in the Analysis of Regressions with Generated Regressors. International Economic Review 25 (1984) 221-247
79. Pagan A.R. Two Stage and Related Estimators and Their Applications. Review of Economic Studies 53 (1986) 517-538
80. Pakes A. Patents as Options: Some Estimates of the Value of Holding European Patent Stocks. Econometrica 54 (1986) 755-785
81. Pakes A., and Pollard D. Simulation and the Asymptotics of Optimization Estimators. Econometrica 57 (1989) 1027-1057
82. Pierce D.A. The Asymptotic Effect of Substituting Estimators for Parameters in Certain Types of Statistics. Annals of Statistics 10 (1982) 475-478
83. Pollard D. New Ways to Prove Central Limit Theorems. Econometric Theory 1 (1985) 295-314
84. Pollard D. Empirical Processes: Theory and Applications. CBMS/NSF Regional Conference Series Lecture Notes (1989)
85. Powell J.L. Least Absolute Deviations Estimation for the Censored Regression Model. Journal of Econometrics 25 (1984) 303-325
86. Powell J.L. Symmetrically Trimmed Least Squares Estimation for Tobit Models. Econometrica 54 (1986) 1435-1460
87. Powell J.L., Stock J.H., and Stoker T.M. Semiparametric Estimation of Index Coefficients. Econometrica 57 (1989) 1403-1430
88. Pratt J.W. Concavity of the Log Likelihood. Journal of the American Statistical Association 76 (1981) 103-106
89. Press W.H., Flannery B.P., Tenkolsky S.A., and Vetterling W.T. Numerical Recipes (1986), Cambridge University Press
90. Pringle R., and Rayner A. Generalized Inverse Matrices (1971), Griffin, London
91. preprint. Robins J. Estimation with Missing Data (1991), Epidemiology Department, Harvard School of Public Health
92. Robinson P.M. The Stochastic Difference Between Econometric Statistics. Econometrica 56 (1988) 531-548
93. Robinson P. Root-N-Consistent Semiparametric Regression. Econometrica 56 (1988) 931-954
94. Rockafellar T. Convex Analysis (1970), Princeton University Press, Princeton
95. Roehrig C.S. Conditions for Identification in Nonparametric and Parametric Models. Econometrica 56 (1989) 433-447
96. Rothenberg T.J. Identification in Parametric Models. Econometrica 39 (1971) 577-592
97. Rothenberg T.J. Efficient Estimation with a priori Information. Cowles Foundation Monograph 23 (1973), Yale University Press, New Haven
98. Ch. 15. Rothenberg T.J. Approximating the Distributions of Econometric Estimators and Test Statistics. In: Griliches Z., and Intriligator M.D. (Eds). Handbook of Econometrics Vol 2 (1984), North-Holland, Amsterdam
99. Rudin W. Principles of Mathematical Analysis (1976), McGraw-Hill, New York
100. Sargan J.D. The Estimation of Relationships with Autocorrelated Residuals by the Use of Instrumental Variables. Journal of the Royal Statistical Society Series B 21 (1959) 91-105
101. Serfling R.J. Approximation Theorems of Mathematical Statistics (1980), Wiley, New York
102. Stoker T. Smoothing Bias in the Measurement of Marginal Effects. MIT Sloan School Working Paper, WP3377-91-ESA (1991)
103. Stone C. Adaptive Maximum Likelihood Estimators of a Location Parameter. Annals of Statistics 3 (1975) 267-284
104. Tauchen G.E. Diagnostic Testing and Evaluation of Maximum Likelihood Models. Journal of Econometrics 30 (1985) 415-443
105. Van der Vaart A. On Differentiable Functionals. Annals of Statistics 19 (1991) 178-204
106. Wald. Note on the Consistency of the Maximum Likelihood Estimate. Annals of Mathematical Statistics 20 (1949) 595-601
107. White H. A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity. Econometrica 48 (1980) 817-838
108. White H. Maximum Likelihood Estimation of Misspecified Models. Econometrica 50 (1982) 1-25
109. White H. Consequences and Detection of Misspecified Linear Regression Models. Journal of the American Statistical Association 76 (1982) 419-433