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Published in:
Agent Based Computational Economics Read chapter Read first chapter

2011 | OriginalPaper | Chapter

Microeconometrics

Author : Pravin K. Trivedi

Published in: Complex Systems in Finance and Econometrics

Publisher: Springer New York

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Article Outline

Glossary
Definition of the Subject
Introduction
Historical Background
Two Leading Examples
Causal Modeling
New Directions in Structural Modeling
Major Insights
Bibliography

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Literature
1.
Albert JH, Chib S (1993) Bayesian Analysis of Binary and Polychotomous Response Data. J Am Stat Assoc 88:669–679 CrossRef
2.
Allen RGD, Bowley AL (1935) Family Expenditure. PS King and Son, London
3.
Amemiya T (1985) Advanced Econometrics. Harvard University Press, Cambridge (Mass)
4.
Andrews DWK (2005) Cross‐section Regression with Common Shocks. Econometrica 73:1551–1585 CrossRef
5.
Angrist JD, Krueger AB (2000) Empirical Strategies in Labor Economics. In: Ashenfelter OC, Card DE (eds) Handbook of Labor Economics, vol 3A. North‐Holland, Amsterdam, pp 1277–1397
6.
Angrist JD, Imbens G, Rubin D (1996) Identification of Causal Effects Using Instrumental Variables. J Am Stat Assoc 91:444–455 CrossRef
7.
Anselin L (2001) Spatial Econometrics. In: Baltagi BH (ed) A Companion to Theoretical Econometrics. Blackwell, Oxford, pp 310–330
8.
Baker M, Melino A (2000) Duration Dependence and Nonparametric Heterogeneity: A Monte Carlo Study. J Econ 96:357–393
9.
Blundell RW, Powell JL (2001) Endogeneity in Semiparametric Binary Response Models. Rev Econ Stud 71:581–913
10.
Blundell RW, Smith RJ (1989) Estimation in a Class of Limited Dependent Variable Models. Rev Econ Stud 56:37–58 CrossRef
11.
Bunch D (1991) Estimability in the Multinomial Probit Model. Transp Res Methodol 25B(1):1–12 CrossRef
12.
Cameron AC, Trivedi PK (1998) Regression Analysis for Count Data. Econometric Society Monograph No. 30, Cambridge University Press, Cambridge
13.
Cameron AC, Trivedi PK (2005) Microeconometrics: Methods and Applications. Cambridge University Press, Cambridge
14.
Chesher A (2005) Nonparametric identification under discrete variation. Econometrica 73(5):1525–1550 CrossRef
15.
Cosslett SR (1981) Maximum Likelihood Estimator for Choice‐Based Samples. Econometrica 49:1289–1316 CrossRef
16.
Deb P, Trivedi PK (1997) Demand for Medical Care by the Elderly: A Finite Mixture Approach. J Appl Econ 12:313–326 CrossRef
17.
Deb P, Trivedi PK (2002) The Structure of Demand for Health Care: Latent Class versus Two-part Models. J Health Econ 21:601–625 CrossRef
18.
Deb P, Trivedi PK (2006) Specification and Simulated Likelihood Estimation of a Non‐normal Treatment‐Outcome Model with Selection: Application to Health Care Utilization. Econ J 9:307–331
19.
Diggle PJ, Heagerty P, Liang KY, Zeger SL (1994, 2002) Analysis of Longitudinal Data, 1st and 2nd editions. Oxford University Press, Oxford
20.
Dubin J, McFadden D (1984) An Econometric Analysis of Residential Electric Appliance Holdings and Consumption. Econometrica 55:345–362 CrossRef
21.
Durlauf S, Cohen-Cole E (2004) Social Interactions Models. In: Lempf‐Leonard K (ed) Encyclopedia of Social Measurement. Academic Press, New York
22.
Eckstein Z, Wolpin K (1989) The Specification and Estimation of of Dynamic Stochastic Discrete Choice Models: A Survey. J Hum Resour 24:562–598 CrossRef
23.
Engel E (1857) Die Produktions- und Consumptionsverhältnisse des Königreichs Sachsen, Zeitschrift des Statistischen Bureaus des Königlich Sächsischen Ministerium des Innern, 22 November 1857. Reprinted in 1895 as appendix to E. Engel, Die Lebenskosten belgischer Arbeiter‐Familien früher und jetzt. Bull Inst Int Stat 9:1–124
24.
Frühwirth‐Schnatter S (2006) Finite Mixture and Markov Switching Models. Springer, New York
25.
Geweke J (1992) Evaluating the Accuracy of Sampling‐based Approaches to the Calculation of Posterior Moments (with discussion). In: Bernardo J, Berger J, Dawid AP, Smith AFM, (eds) Bayesian Statistics, vol 4. Oxford University Press, Oxford, pp 169–193
26.
Greene WH (2004) The Behavior of the Fixed Effects Estimator in Nonlinear Models. Econ J 7(1):98–119
27.
Greene WH (2004) Fixed Effects and the Incidental Parameters Problem in the Tobit Model. Econ Rev 23(2):125–148 CrossRef
28.
Gouriéroux C, Monfort A (1996) Simulation Based Econometrics Methods. Oxford University Press, New York
29.
Hajivassiliou V, McFadden D, Ruud P (1996) Simulation of multivariate normal rectangle probabilities and their derivatives: Theoretical and computational results. J Econ 72:85–134
30.
Heckman JJ (1974) Shadow Prices, Market wages, and Labor Supply. Econometrica 42:679–94 CrossRef
31.
Heckman JJ (1976) The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for such Models. Ann Econ Soc Meas 5:475–492
32.
Heckman JJ (1978) Dummy Endogenous Variables in a Simultaneous Equations System. Econometrica 46:931–960 CrossRef
33.
Heckman JJ (1979) Sample Selection as a Specification Error. Econometrica 47:153–61 CrossRef
34.
Heckman JJ (2000) Causal Parameters and Policy Analysis in Economics: A Twentieth Century Perspective. Quart J Econ 115:45–98 CrossRef
35.
Heckman JJ (2001) Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture. J Political Econ 109(4):673–748 CrossRef
36.
Heckman JJ, Robb R (1985) Alternative Methods for Evaluating the Impact of Interventions. In: Heckman JJ, Singer B (eds) Longitudinal Analysis of Labor Market Data. Cambridge University Press, Cambridge, UK CrossRef
37.
Heckman JJ, Singer B (1984) A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models of Duration Data. Econometrica, 52:271–320 CrossRef
38.
Heckman JJ, Vytlacil E (2001) Local instrumental variables. In: Hsiao C, Morimue K, Powell JL (eds) Nonlinear Statistical Modeling. In: Proceedings of the Thirteenth International Symposium in Economic Theory and Econometrics: Essays in the Honor of Takeshi Amemiya. Cambridge University Press, New York, pp 1–46
39.
Heckman JJ, Vytlacil E (2005) Structural Equations, Treatment Effects, and Econometric Policy Evaluation. Econometrica 73(3):669–738 CrossRef
40.
Holland PW (1986) Statistics of Causal Inference. J Am Stat Assoc 81:945–60 CrossRef
41.
Horowitz J (1998) Semiparametric Methods in Econometrics. Springer, New York
42.
Hotz V, Miller R (1993) Conditional Choice Probabilities and the Estimation of Dynamic Models. Rev Econ Stud 60:497–529 CrossRef
43.
Houthakker HS (1957) An International Comparison of Household Expenditure Patterns. Econometrica 25:532–552 CrossRef
44.
Hsiao C (1986, 2003) Analysis of Panel Data, 1st and 2nd edn. Cambridge University Press, Cambridge
45.
Imbens GW, Angrist J (1994) Identification and Estimation of Local Average Treatment Effect. Econometrica 62:467–475 CrossRef
46.
Imbens GW, Lancaster T (1996) Efficient Estimation and Stratified Sampling. J Econ 74:289–318
47.
Keane MP (1992) A Note on Identification in the Multinomial Probit Model. J Bus Econ Stat 10:193–200 CrossRef
48.
Keane MP (1994) A Computationally Practical Simulation Estimator for Panel Data. Econometrica 62:95–116 CrossRef
49.
Keane MP (2006) Structural vs. Atheoretical Approaches to Econometrics. Unpublished paper
50.
Keane M, Wolpin K (1994) The Solutions and Estimation of Discrete Choice Dynamic Programming Models by Simulation and Interpretation: Monte Carlo Evidence. Rev Econ Stat 76:648–672 CrossRef
51.
Koenker R (2005) Quantile Regression. Cambridge University Press, New York CrossRef
52.
53.
Koop G, Poirier D, Tobias JL (2007) Bayesian Econometric Methods. Cambridge University Press, Cambridge
54.
Lancaster T (2000) The Incidental Parameter Problem since 1948. J Econ 95:391–413
55.
Lancaster T, Imbens GW (1996) Case‐Control with Contaminated Controls. J Econ 71:145–160
56.
Lee LF (2001) Self‐selection. In: Baltagi B (ed) A Companion to Theoretical Econometrics. Blackwell Publishers, Oxford, pp 381–409
57.
Lee LF (2004) Asymptotic Distributions of Quasi‐Maximum Likelihood Estimators for Spatial Econometric Models. Econometrica 72:1899–1926 CrossRef
58.
Lee MJ (2002) Micro‐Econometrics for Policy, Program and Treatment Effects. Oxford University Press, Oxford
59.
Luce D (1959) Individual Choice Behavior. Wiley, New York
60.
Ma L, Koenker R (2006) Quantile regression methods for recursive structural equation models. J Econ 134:471–506
61.
Manski CF (1975) Maximum Score Estimation of the Stochastic Utility Model of Choice. J Econ 3:205–228
62.
Manski CF (1995) Identification Problems in the Social Sciences. Harvard University Press, Cambridge
63.
Manski CF (2003) Partial Identification of Probability Distributions. Springer, New York
64.
Manski CF, Lerman SR (1977) The Estimation of Choice Probabilities from Choice‐Based Samples. Econometrica 45:1977–1988CrossRef
65.
Manski CF, McFadden D (1981) Alternative Estimators and Sample Design for Discrete Choice Analysis. In: Manski CF, McFadden D (eds) Structural Analysis of Discrete Data with Econometric Applications. MIT Press, Cambridge, pp 2–50
66.
Manski CF, McFadden D (eds) (1981) Structural Analysis of Discrete Data with Econometric Applications. MIT Press, Cambridge
67.
McCulloch R, Rossi P (2000) Bayesian analysis of the multinomial probit model. In: Mariano R, Schuermann T, Weeks M (eds) Simulation‐Based Inference in Econometrics. Cambridge University Press, New York
68.
McFadden D (1973) Conditional Logit Analysis of Qualitative Choice Behavior. In: Zarembka P (ed) Frontiers of Econometrics. Academic Press, New York
69.
McFadden D (1976) Quantal Choice Analysis: A Survey. Ann Econ Soc Meas 5(4):363–390
70.
McFadden D (1978) Modelling the Choice of Residential Location. In: Karlquist A et al (eds) Spatial Interaction Theory and Residential Location. North Holland, Amsterdam, New York
71.
McFadden D (1981) Econometric Models of Probabilistic Choice. In: Manski CF, McFadden D (eds) Structural Analysis of Discrete Data with Economic Applications. MIT Press, Cambridge, pp 198–272
72.
McFadden D (1984) Econometric Analysis of Qualitative Response Models. In: Griliches Z, Intriligator M (eds) Handbook of Econometrics, vol 2. North Holland, Amsterdam
73.
74.
McFadden D, Ruud PA (1994) Estimation by Simulation. Rev Econ Stat 76:591–608 CrossRef
75.
McFadden D, Train K (2000) Mixed MNL Models of Discrete Response. J Appl Econ 15:447–470 CrossRef
76.
Maddala GS (1983) Limited Dependent and Qualitative Variables in Economterics. Cambridge University Press, Cambridge
77.
Marschak J, Andrews WH (1944) Random Simultaneous Equations and the Theory of Production. Econometrica 12:143–205 CrossRef
78.
Miller R (1997) Estimating Models of Dynamic Optimization with Microeconomic Data. In: Pesaran HH, Schmidt P (eds) Handbook of Applied Econometrics, vol II. Blackwell Publishers, Oxford
79.
Prais SJ, Houthakker HS (1955) Analysis of Family Budgets. Cambridge University Press, Cambridge
80.
Pudney S (1989) Modeling Individual Choice: The Econometrics of Corners. Basil, Kinks and Holes. Blackwell, New York
81.
Rust J (1987) Optimal replacement of gmc bus engines: An empirical model of Harold Zurcher. Econometrica 55:993–1033CrossRef
82.
Rust J (1994) Estimation of dynamic structural models, problems and prospects: Discrete decision processes. In: Sims C (ed) Advances in Econometrics: Sixth World Congress, vol II. Cambridge University Press, New York, pp 5–33
83.
Rust J (1994) Structural Estimation of Markov Decision Processes. In: Engle RF, McFadden D (eds) Handbook of Econometrics, vol 4. North‐Holland, Amsterdam, pp 3081–3143
84.
Rust J (1997) Using Randomization to Break the Curse of Dimensionality. Econometrica 65:487–516 CrossRef
85.
Rust J, Phelan C (1997) How Social Security and Medicare Affect Treatment Behavior in a World of Incomplete Markets. Econometrica 65(4):781–842 CrossRef
86.
Stone R (1953) The Measurement of Consumers’ Expenditure and Behavior in the United Kingdom, vol 1. Cambridge University Press, Cambridge, pp 1920–1938
87.
Thurstone L (1927) A Law of Comparative Judgment. Psychol Rev 34:273–286 CrossRef
88.
Tobin J (1958) Estimation of Relationships for Limited Dependent Variables. Econometrica 26:24–36 CrossRef
89.
Train KE (2003) Discrete Choice Methods with Simulation. Cambridge University Press, Cambridge CrossRef
90.
Walker J, Ben-Akiva M (2002) Generalized random utility model. Math Soc Sci 43:303–343CrossRef
91.
Arellano M (2003) Panel Data Econometrics. Oxford University Press, Oxord, UKCrossRef
92.
Blundell R, Powell JL (2003) Endogeneity in Nonparametric and Semiparametric Regression Models. In: Dewatripont M, Hansen LP, Turnovsky SJ (eds) Advances in Economics and Econonometrics: Theory and Applications, Eighth World Congress, vol II. Cambridge University Press, Cambridge
93.
Deaton A (1997) The Analysis of Household Surveys: A Microeconometric Approach to Development Policy. Johns Hopkins, Baltimore
94.
Greene WH (2007) Econometric Analysis, 6th edn. Macmillan, New York
95.
Hensher DA, Rose J, Greene W (2005) Applied Choice Analysis: A Primer. Cambridge University Press, New YorkCrossRef
96.
Lancaster T (1990) The Econometric Analysis of Transitional Data. Cambridge University Press, New York
97.
Lee MJ (2002) Panel Data Econometrics: Methods-of‐Moments and Limited Dependent Variables. Academic Press, San Diego
98.
Louviere J, Hensher D, Swait J (2000) Stated Choice Methods: Analysis and Applications. Cambridge University Press, New York CrossRef
99.
Wooldridge JM (2002) Econometric Analysis of Cross Section and Panel Data. MIT Press, Cambridge
100.
Yatchew A (2003) Semiparametric Regression for the Applied Econometrician. Cambridge University Press, Cambridge CrossRef
Metadata
Title
Microeconometrics
Author
Pravin K. Trivedi
Copyright Year
2011
Publisher
Springer New York
Book
Complex Systems in Finance and Econometrics

Print ISBN: 978-1-4419-7700-7

Electronic ISBN: 978-1-4419-7701-4

Copyright Year: 2011

DOI
https://doi.org/10.1007/978-1-4419-7701-4_34