{"id":82,"date":"2019-01-28T16:50:30","date_gmt":"2019-01-28T20:50:30","guid":{"rendered":"http:\/\/sites.nd.edu\/william-evans\/?page_id=82"},"modified":"2021-07-20T09:12:37","modified_gmt":"2021-07-20T13:12:37","slug":"electronic-links-to-readings","status":"publish","type":"page","link":"https:\/\/sites.nd.edu\/william-evans\/econometrics-ii-graduate-2\/electronic-links-to-readings\/","title":{"rendered":"Electronic Links to Readings"},"content":{"rendered":"<p style=\"text-align: center\"><strong>ELECTRONIC LINKS TO READING LIST<\/strong><\/p>\n<p style=\"text-align: center\"><strong>ECON 60303: Econometrics II (Graduate)<\/strong><\/p>\n<p style=\"font-weight: 400\"><strong>I. A Brief Review of Linear Models<\/strong><\/p>\n<p style=\"font-weight: 400\">Greene, Chapters 2-4<\/p>\n<p style=\"font-weight: 400\">Angrist\u00a0and\u00a0Pischke, Chapters 2-3<\/p>\n<p style=\"font-weight: 400\">Wooldridge, Chapters 2-4<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p style=\"font-weight: 400\"><strong>II. Panel Data:\u00a0 Fixed and Random Effect, Difference in Difference Models<\/strong><\/p>\n<p style=\"font-weight: 400\">Greene, Chapter 8 (The Generalized Regression Model)<\/p>\n<p style=\"font-weight: 400\">Greene, Chapter 9 (Models for Panel Data)<\/p>\n<p style=\"font-weight: 400\">Angrist\u00a0and\u00a0Pischke, Chapter 5<\/p>\n<p style=\"font-weight: 400\">Wooldridge, Chapter 7 (Generalized Least Squares) and Chapter10 (Panel Data)<\/p>\n<p style=\"font-weight: 400\">Hausman, J., &#8220;Specification Tests in Econometrics,&#8221;\u00a0<em>Econometrica<\/em>, 46, 1978, pp. 69-85.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Hausman,%20Econometrica%201978.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Hausman, J., and W. Taylor, &#8220;Panel Data and Unobserved Individual Effects,&#8221;\u00a0<em>Econometrica<\/em>, 49, 1981, pp. 1377-1398.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Hausman%20and%20Taylor,%20Econometrica%201981.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Meyer, B., W.K.\u00a0Viscusi, and D. Durbin (1995), &#8220;Worker Compensation and Injury Duration: Evidence from a Natural Experiment,&#8221;\u00a0<em>American Economic Review<\/em>, Vol. 85, 322-40.\u00a0\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Meyer%20et%20al.,%20AER%201995.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Angrist, J. and A.B. Krueger, &#8220;Empirical Strategies in Labor Economics,&#8221;\u00a0<em>Handbook in Labor Economics<\/em>, edited by\u00a0Orley\u00a0Ashenfelter\u00a0and David Card, 1999, 1277-1366.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/angrist_krueger_emp_strategies.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Meyer, B., &#8220;Natural and Quasi-experiments in economics,&#8221;\u00a0<em>Journal of Business and Economic Statistics,\u00a0<\/em>12, 1995, 151-161.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/meyer_jbes.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Cook, P., and G.\u00a0Tauchen, &#8220;The Effect of Liquor Taxes on Heavy Drinking,&#8221;\u00a0<em>Bell Journal of Economics<\/em>, 13, 1982, 379-389.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Cook%20and%20Tauchen,%20Bell%20Journal%20of%20Economics%201982.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">J.H. Tyler, R.J. Murnane, and J.B. Willett, &#8220;Estimating the Labor Market Signaling Value of the GED.&#8221;<em>\u00a0Quarterly Journal of Economics<\/em>, v115, n2 (May 2000): 431-68.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/tyler_et_al_qje.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Heckman, J.J., and J.V Hotz, &#8220;Choosing among Alternative\u00a0Nonexperimental\u00a0Methods for Estimating the Impact of Social Programs: The Case of Manpower Training,&#8221;\u00a0<em>Journal of the American Statistical Association<\/em>, 84, December 1989, 862-74.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/heckman_hotz.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Almond, D., K.\u00a0Chay, D. Lee, &#8220;The Costs of Low Birth Weight,&#8221;\u00a0<em>Quarterly Journal of Economics,\u00a0<\/em>120, 2005, 1031-1084.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Almond%20et%20al.,%20QJE%202005.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Card, David and\u00a0 Sullivan, Daniel G.\u00a0 &#8220;Measuring the Effect of Subsidized Training Programs on Movements in and out of Employment,&#8221;\u00a0<em>Econometrica<\/em>\u00a0v56, n3 (May 1988): 497-530.\u00a0\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Card%20and%20Sullivan,%20Econometrica%201988.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Dranove, D., et al.\u00a0 &#8220;Is\u00a0More Information Better? The Effects of Report Cards on Health Care Providers,&#8221;\u00a0<em>Journal<\/em><em>\u00a0of Political Economy,\u00a0<\/em>2003, 111(3), 555-588.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/dranove_jpe_2007.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Linden, Leigh L. and Jonah\u00a0Rockoff. Estimates of the Impact of Crime Risk on Property Values from Megans Laws.&#8221;\u00a0<em>American Economic Review<\/em>\u00a02008, 98(3): 1103-27.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/linden_rockoff_aer.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">William N. Evans and Diana\u00a0Stech, &#8220;Does Prenatal Care Improve Birth Outcomes? Evidence from the PAT Bus Strike,&#8221;\u00a0<em>Journal of Econometrics,\u00a0<\/em>2005<em>\u00a0<\/em>\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Evans_2005_Journal-of-Econometrics.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Card, D., and A.B. Krueger, &#8220;Minimum Wages and Employment: A Case Study of the Fast Food Industry in New Jersey and Pennsylvania,&#8221;\u00a0<em>American Economic Review<\/em>, September 1994, 722-794.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/card_krueger.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Geronimus, A., and S.\u00a0Korenman, &#8220;The Socioeconomic Consequences of Teen Childbearing Reconsidered,&#8221;\u00a0<em>Quarterly Journal of Economics<\/em>, 1992, 1187-1213.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Geronimus%20and%20Korenman,%20QJE%201992.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Acemoglu, D., J.\u00a0Angrist, &#8220;Consequences of Employment Protection?\u00a0\u00a0The Case of the American with Disabilities Act,&#8221;\u00a0<em>Journal of Political Economy,\u00a0<\/em>109(5), 2001.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/acemoglu_angrist.pdf\">Article<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p style=\"font-weight: 400\"><strong>III. Correlated errors, Clustering and the &#8220;Moulton&#8221; Problem<\/strong><\/p>\n<p>Greene, Section 8.8<\/p>\n<p>Angrist\u00a0and\u00a0Pischke, Chapter 8<\/p>\n<p>Cornfeld, J., &#8220;Randomization by Group: A Formal Analysis,&#8221;\u00a0<em>American Journal of Epidemiology,<\/em>\u00a0198(1978), 100-2.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/cornfield1978_randomization.pdf\">Article<\/a><\/p>\n<p>Liang, K., and S.L.\u00a0Zeger, &#8220;Longitudinal Data Analysis Using Generalized Linear Models,&#8221;\u00a0<em>Biometrika<\/em><em>,\u00a0<\/em>73(1986) 13-22.\u00a0\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Liang%20and%20Zeger,%20Biometrika%201986.pdf\">Article.<\/a><\/p>\n<p>Moulton, B.R, &#8220;An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Units,&#8221;\u00a0<em>Review of Economics and Statistics,\u00a0<\/em>72 (May, 1990), pp. 334-338\u00a0<em>,<\/em><a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Moulton,%20Review%20of%20Economics%20and%20Statistics%201990.pdf\">Article.<\/a><\/p>\n<p>Moulton, B.R., Random Group Effects and the Precision of Regression Estimates,\u00a0<em>Journal of Econometrics,\u00a0<\/em>32(1986), 385-97.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/moulton_j_of_econometrics.pdf\">Article<\/a><\/p>\n<p>Kloeck, T., &#8220;OLS Estimation in a Model Where a\u00a0Microvariable\u00a0is Explained by Aggregates and Contemporaneous Disturbances,&#8221;\u00a0<em>Econometrica<\/em>, 49 (1981), 205-207.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Kloek,%20Econometrica%201981.pdf\">Article.<\/a><\/p>\n<p>Bertrand, M., E.\u00a0Duflo, and S.\u00a0Mullainathan, &#8220;How Much Should We Trust Difference in Difference Estimates,&#8221; Quarterly Journal of Economics, 119(1), 2004, 249-276.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/bertrand_et_al.pdf\">Article<\/a><\/p>\n<p>Wooldridge, J., &#8220;Cluster Sample Methods in Applied Econometrics,&#8221;\u00a0<em>American Economic Review Papers and Proceedings<\/em>\u00a02005 93(2): 133-138.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/wooldridge_aer_p&amp;P.pdf\">Article<\/a><\/p>\n<p>Cameron, A. Colin, Douglass Miller, and Jonah B. Gelbach, &#8220;Bootstrap-Based Improvements for Inference with Clustered Standard Errors,&#8221;\u00a0<em>Review of Economics and Statistics,\u00a0<\/em>2008 90(3): 414-427.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/cameror_miller_gelbach_restat.pdf\">Article<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p style=\"font-weight: 400\"><strong>IV. Instrumental Variable Models<\/strong><\/p>\n<p style=\"font-weight: 400\">Greene, Chapters 12 and 13 (IV and Systems of equations)<\/p>\n<p style=\"font-weight: 400\">Greene, Chapter 15 (Generalized Method of Moments)<\/p>\n<p style=\"font-weight: 400\">Angrist\u00a0and\u00a0Pischke, Chapter 4<\/p>\n<p style=\"font-weight: 400\">Wooldridge, Chapters 5 and 6.<\/p>\n<p style=\"font-weight: 400\">Permut, Thomas, and J. Richard\u00a0Hebel.\u00a0&#8220;Simultaneous-Equation Estimation in a Clinical Trial of the Effect of Smoking on Birth Weight&#8221;\u00a0<em>Biometrics<\/em>, June 1989, 45: pp 619-622.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/permutt_hebel.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Sexton, Mary and J. Richard\u00a0Hebel.\u00a0&#8220;A Clinical Trial of Change in Maternal Smoking and Its Effect on Birth Weight&#8221;\u00a0<em>JAMA<\/em>, February 17, 1984, 251(7): pp 911-915.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/sexton1984_maternalsmoking.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Krueger A.B., &#8220;Experimental Estimates of Education Production Functions,&#8221;\u00a0<em>Quarterly Journal of Economics<\/em>\u00a0v114, n2 (May 1999): 497-532.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/krueger_qje.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Angrist, J.D., G.W.\u00a0Imbens, and D.B. Rubin, &#8220;Identification of Causal Effects Using Instrumental Variables,&#8221;\u00a0<em>Journal of the American Statistical Association<\/em>, 91, June 1996, 444-455.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/late_jasa.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Bound, J., D. A. Jaeger, and R.M. Baker, &#8220;Problems with Instrumental Variables Estimation When\u00a0The Correlation Between\u00a0the Instruments and The Endogenous Explanatory Variables is Weak,&#8221;\u00a0<em>Journal of the American Statistical Association<\/em>, 90, June 1995, 443-50.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Bound_et_al_jasa.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Stock JH, Wright JH,\u00a0Yogo\u00a0M, &#8220;A Survey of Weak Instruments and Weak Identification in Generalized Method of\u00a0Monents,&#8221; 20(4), 2002, 518-530.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/stock_et_al_jbes.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Hausman, J., &#8220;Specification and Estimation of Simultaneous Equation Models,&#8221; in Z.\u00a0Griliches\u00a0and M.\u00a0Intriligator,\u00a0<em>Handbook of Econometrics<\/em>, 1983.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Hausman,%20Handbook%20of%20Econometrics%201983.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Angrist, J.D., &#8220;Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records,&#8221;\u00a0<em>American Economic Review<\/em>, 80, 1990, 313-336.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Angrist,%20AER%201990.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Angrist, J.D., and A.B. Krueger, &#8220;Does Compulsory Schooling Affect Schooling and Earnings?&#8221;\u00a0<em>Quarterly Journal of Economics<\/em>, 106, 1991, 979-1014.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Angrist%20and%20Krueger,%20GJE%201991.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Angrist, J.D., and W.N. Evans, &#8220;Children and Their Parents&#8217; Labor Supply: Evidence from Exogenous Variation in Family Size,&#8221;\u00a0<em>American Economic Review<\/em>.\u00a0June 1998,\u00a0vol\u00a088, 450-477.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/angrist_evans.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">W.G Howell, et al., &#8220;Test Score Effects of School Vouchers in Dayton, Ohio, New York City and Washington, DC:\u00a0 Evidence from Randomized Field Trials,&#8221; August 2000.\u00a0\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Howell%20et%20al.,%202000.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Heckman, J., &#8220;Randomization as an Instrumental Variable,&#8221;\u00a0<em>Review of Economics and Statistics<\/em>, 1996, 336-341.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/heckman_restat_96.pdf\">Article<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p style=\"font-weight: 400\"><strong>V. Regression Discontinuity Design<\/strong><\/p>\n<p style=\"font-weight: 400\">Angrist\u00a0and\u00a0Pischke, Chapter 7<\/p>\n<p style=\"font-weight: 400\">Imbens\u00a0GW, Lemieux T, &#8220;Regression Discontinuity Design: A Guide to Practice,&#8221;\u00a0<em>Journal of Econometrics<\/em>\u00a0142(2008), 615-635.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Imbens%20and%20Lemieux,%20JofEconometrics%202008.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Campbell, D.T., &#8220;Reforms as Experiments,&#8221;\u00a0<em>American Psychologist,\u00a0<\/em>24(4), 1969, 409-429.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/campbell1969.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Hahn, J. P. Todd, W. van der\u00a0Klaauw, &#8220;Identification and Estimation of Treatment Effects with a Regression Discontinuity Design,&#8221;\u00a0\u00a0<em>Econometrica<\/em>, 69(1), 2001, 201-09.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/hahn_todd_verderklaauw.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Chay, K., P. McEwan, M.\u00a0Urquiola, &#8220;the Central Role of Noise in Evaluating Interventions that Use Test Scores to Rank Schools,&#8221;\u00a0\u00a0<em>American<\/em><em>\u00a0Economic Review,\u00a0<\/em>95(4),\u00a0<em>\u00a0<\/em>2005, 1237-1258.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Chay_mcewan_urquiola_Aer.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Dinardo, J., D.S. \u00a0Lee, &#8220;Economic Impacts of New Unionization on Private Sector Employers:\u00a0 1984-2001,&#8221;\u00a0<em>Quarterly Journal of Economics,\u00a0<\/em>119(4), 1328-1441.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/dinardo_lee_qje.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Lee, D.S., D. Card, &#8220;Regression Discontinuity Inference with Specification Error,&#8221;<em>Journal<\/em><em>\u00a0of Econometrics,\u00a0<\/em>142(2008), 655-674.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/card_lee_j_of_metrics.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Oreopoulos, Philip. &#8220;Estimating Average and Local Average Treatment Effects of Education When Compulsory Schooling Laws Really Matter&#8221;\u00a0<em>American Economic Review,<\/em>\u00a091(1),<em>\u00a0<\/em>2006, 152-175.<em>\u00a0<\/em><a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/oreopoulos_aer.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Angrist, J.D., V.\u00a0Lavy, &#8220;Using Maimonides&#8217; Rule to Estimate the Effect of Class Size on Scholastic Achievement, &#8220;<em>Quarterly Journal of Economics,\u00a0<\/em>114(2), 1999, 533-575.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/angrist_lavy_qje.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Card ,\u00a0David, Carlos\u00a0Dobkin, Nicole\u00a0Maestas, &#8220;Does Medicare Save Lives.&#8221;\u00a0<em>Quarterly Journal of Economics,\u00a0<\/em>124(2),<em>\u00a0<\/em>May 2009, 597-636.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/card_et_al_medicare_qje.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Card, D., C.\u00a0Dobkin, N.\u00a0Maestas, &#8220;The Impact of Nearly Universal Insurance Coverage on Health Care Utilization and Health:\u00a0 Evidence from Medicare,&#8221;\u00a0<em>American Economic Review,\u00a0<\/em>2008, 98(5), 2242-58.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/card_dobkin_maestas_aer.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Van der\u00a0Klaauw, W., &#8220;Estimating the Effect of Financial Aid Offers on College Enrollment: A Regression Discontinuity Approach,&#8221;\u00a0<em>International Economic Review,\u00a0<\/em>43(4), 2002, 1249-87.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/vanderklaauw.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Van der\u00a0Klaauw, W., &#8220;Breaking the link between poverty and low student achievement: An Evaluation of Title I,&#8221;\u00a0<em>Journal of Econometrics,\u00a0<\/em>142 (2008), 731-756.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/vanderklaauw_j_of_metrics.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Matsudaira, Jordan, &#8220;Mandatory Summer School and Student Achievement,&#8221;\u00a0<em>Journal of Econometrics, 142 (2008).<\/em><em>\u00a0<\/em><a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/matsudaira_j_of_metrics.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Matsudaira, Jordan, &#8220;Sinking or Swimming: Evaluating the Impact of English Immersion versus Bilingual Education.&#8221; Working Paper, Cornell University, December 2005.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/sinking_swimming.pdf\">Article<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p style=\"font-weight: 400\"><strong>VI.\u00a0Maximum Likelihood Estimation and Nonlinear Optimization<\/strong><\/p>\n<p>Greene, Chapter 16 (Maximum Likelihood Estimation)<\/p>\n<p>Greene, Appendix E (Computation and Optimization)<\/p>\n<p>A simple example we will follow: Count data models: Greene, Chapter 25<\/p>\n<p>Wooldridge, Chapter 12, Section 12.7 (Non-linear optimization)<\/p>\n<p>Wooldridge, Chapter 13 (Maximum likelihood models)<\/p>\n<p>Quandt, R.E., &#8220;Computational Problems and Methods,&#8221; in Z.\u00a0Griliches\u00a0and M.\u00a0Intrilligator, eds.,\u00a0<em>Handbook of Econometrics<\/em>, Amsterdam: North Holland, 1983.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Quant,%20Handbook%20of%20Econometrics%201983.pdf\">Article<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p style=\"font-weight: 400\"><strong>VII. Models with Discrete Dependent Variables<\/strong><\/p>\n<p style=\"font-weight: 400\">Greene, Chapter 23 (Discrete Choice Models)<\/p>\n<p style=\"font-weight: 400\">Greene, Chapter 25 (Count\u00a0data\u00a0models)<\/p>\n<p style=\"font-weight: 400\">Wooldridge, Chapter 15 (Discrete Data), Chapter 19 (Count Data)<\/p>\n<p style=\"font-weight: 400\">Hausman, J., B. Hall, and\u00a0Griliches, &#8220;Econometric Models for Count Data with an Application to the Patents-R.D. Relationship,&#8221;\u00a0<em>Econometrica<\/em>, 52, 1984, 909-938.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/hasuman_hall_griliches.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Hausman, J., and D. Wise, &#8220;A Conditional\u00a0Probit\u00a0Model for Qualitative Choice: Discrete Decisions Recognizing Interdependence and Heterogeneous Preferences,&#8221;\u00a0<em>Econometrica<\/em>, 46, 1978, pp.403-426.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/hausman_wise.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Ashenfelter, O., and D. Bloom, &#8220;Models of Arbitrator Behavior: Theory and Evidence,&#8221;\u00a0<em>American Economic Review<\/em>, March 1984, p.111-124.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/ashenfelter.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Evans, W., M.\u00a0Farrelly, and E. Montgomery, &#8220;Do Workplace Smoking Bans Reduce Smoking?&#8221;\u00a0<em>American Economic Review,\u00a0<\/em>September 1999, 89(4), 728-747.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/evans_farrelly_montgomery.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Warner, J. and S.\u00a0Pleeter, &#8220;The Personal Discount Rate: Evidence from Military Downsizing Programs.&#8221;\u00a0<em>American Economic Review,\u00a0<\/em>March 2001, 91(1), 33-53.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/warner_pleeter.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">List, J., &#8220;Does market Experience\u00a0Eliminate Market\u00a0Anomalies?&#8221;\u00a0<em>Quarterly Journal of Economics,\u00a0<\/em>February\u00a02003, 118(1): 41-71.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/list_qje.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Gropp, R., J.K.\u00a0Scholz, and M. White. &#8220;Personal Bankruptcy and Credit Supply and Demand.&#8221;\u00a0<em>Quarterly Journal of Economics,\u00a0<\/em>February 1997, 112(1), 217-251.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Gropp_scholz_white_qje.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Evans, W., and R. Schwab, &#8220;Finishing High School and Starting College: Do Catholic Schools Make a Difference?&#8221;\u00a0<em>Quarterly Journal of Economics,\u00a0<\/em>November 1995.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Evans%20and%20Schwab,%20QJE%201995.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Gupta, S., G van\u00a0Houtven, M. Cropper, &#8220;Paying for Permanence:\u00a0 An Economic Analysis of EPA&#8217;s Cleanup Decisions at Superfund Sites,&#8221;\u00a0\u00a0<em>RAND<\/em><em>\u00a0Journal of Economics,\u00a0<\/em>27(3), 1996, 563-582.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Gupta_et_al_rand.pdf\">Article<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p style=\"font-weight: 400\"><strong>VIII. Truncated\u00a0And\u00a0Censored Data, Sample Selection<\/strong><\/p>\n<p style=\"font-weight: 400\">Greene, Chapter 24.<\/p>\n<p style=\"font-weight: 400\">Wooldridge, Chapter 16 and 17..<\/p>\n<p style=\"font-weight: 400\">Heckman, J., &#8220;Shadow Prices, Market Wages, and Labor Supply,&#8221;\u00a0<em>Econometrica<\/em>, 42, 1974, pp. 679-94.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/heckman_1974.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Heckman, J., &#8220;Sample Selection as a Specification Error,&#8221;\u00a0\u00a0<em>Econometrica<\/em>, 47, 1979, pp. 153-161.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/hausman_1978.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Heckman, et al., &#8220;Characterizing Selection Bias Using Experimental Data,&#8221;\u00a0<em>Econometrica<\/em>, 66, September 1998, 1017-1098.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/heckman_98.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Vella, Francis, &#8220;Estimating Models with Sample Selection Bias: A Survey,&#8221;\u00a0<em>Journal of Human Resources,\u00a0<\/em>v33, n1 (Winter 1998).\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/vella_jhr.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Leung, Sui-Fai and\u00a0Shihti\u00a0Yu, &#8220;On the Choice\u00a0Between\u00a0Sample Selection and Two Part Models,&#8221;\u00a0<em>Journal of Econometrics<\/em>, 72(1\/2) 107-28.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/Leung%20and%20Yu,%20JofEconometrics%201996.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Lalonde, R. J., &#8220;Evaluating the Econometric Evaluations of Training Programs with Experimental Data,&#8221;\u00a0<em>American Economic Review<\/em>, 76, 1986, 604-619.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/lalonde_aer.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Duan,\u00a0Naihua,\u00a0<em>et al.,\u00a0<\/em>&#8220;A Comparison of Alternate Models for the Demand For Medical Care,&#8221;\u00a0<u>\u00a0<\/u><em>Journal<\/em><em>\u00a0of Business and Economic Statistics<\/em>, 1, 1983, 115-127.\u00a0\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/duan_jbes.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Evans, W.N., M.C.\u00a0Farrelly, &#8220;The Compensating Behavior of Smokers:\u00a0 Taxes, Tar and Nicotine,&#8221;\u00a0\u00a0<em>RAND<\/em><em>\u00a0Journal of Economics,\u00a0<\/em>29(3), 1998, 578-595. \u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/evans_farrelly.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Manning, W.,\u00a0<em>et al<\/em>, &#8220;Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment,&#8221;\u00a0<em>American Economic Review<\/em>, 77, 1987, 251-277.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/manning_et_al.pdf\">Article<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><strong>IX. Duration Data<\/strong><\/p>\n<p style=\"font-weight: 400\">Greene, Chapter 25.<strong>\u00a0<\/strong><\/p>\n<p style=\"font-weight: 400\">Wooldridge, Chapter 20.<\/p>\n<p style=\"font-weight: 400\">Solon, G., &#8220;Work Incentive Effects of taxing unemployment Benefits,&#8221;\u00a0\u00a0<em>Econometrica<\/em>, 53, 1985, 295-306.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/solon_econometrica.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Meyer, B., &#8220;Unemployment Insurance and Unemployment Spells,&#8221;\u00a0\u00a0<em>Econometrica<\/em>, 58, 1990, 757-82.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/meyer_econometrica.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Kiefer, N., &#8220;Economic Duration Data and Hazard Functions,&#8221;\u00a0\u00a0<em>Journal<\/em><em>\u00a0of Economic Literature<\/em>, 26, 1988, 649-679.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/kiefer_jle.pdf\">Article.<\/a><\/p>\n<p style=\"font-weight: 400\">Javier Espinosa and William N. Evans, &#8220;Marriage Selection or Marriage Protection?&#8221;\u00a0<em>Journal of Health Economics,\u00a0<\/em>2008, 27 (5), 1326-1342.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/espinosa_evans.pdf\">Article<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p style=\"font-weight: 400\"><strong>X. Matching methods<\/strong><\/p>\n<p style=\"font-weight: 400\">Angrist\u00a0and\u00a0Pischke\u00a0(2009), Chapter 3<\/p>\n<p style=\"font-weight: 400\">Imbens, Guido and Jeff Wooldridge.\u00a02007. &#8220;What&#8217;s New in Econometrics: Estimation of Average Treatment Effects\u00a0Under\u00a0Unconfoundness.&#8221; NBER Summer Institute.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/imbens_wooldridge_nber.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Dehejia, Rajeev and\u00a0Sadek\u00a0Wahba. 1999. &#8220;Causal Effects in\u00a0Nonexperimental\u00a0Studies: Reevaluating the Evaluation of Training Programs.&#8221;\u00a0<em>Journal of the American Statistical Association,\u00a0<\/em>94(448): 1053-10.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/dehejia_wahba_jasa.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Dehejia, Rajeev and\u00a0Sadek\u00a0Wahba. 2002.&#8221;Propensity Score Matching Methods for\u00a0Nonexperimental\u00a0Causal Studies.&#8221;\u00a0<em>Review of Economics and Statistics\u00a0<\/em>84(1): 151-161.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/dehejia_wahba_restat.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Smith, Jeffrey and Petra Todd.\u00a02005. &#8220;Does Matching Overcome\u00a0LaLonde&#8217;s\u00a0Critique of\u00a0Nonexperimental\u00a0Methods?&#8221;\u00a0<em>Journal of Econometrics<\/em>\u00a0125(1-2): 305-353.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/smith_todd_j_of_econometrics.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Dehejia, Rajeev. 2005. &#8220;Practical Propensity Score Matching: A Reply to Smith and Todd.&#8221;\u00a0<em>Journal of Econometrics<\/em>\u00a0125(1-2): 355-364.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/dehejia_j_of_econometrics.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Caliendo, Marco and Sabine\u00a0Kopeinig.\u00a02006. &#8220;Some Practical Guidance for the Implementation of Propensity Score Matching.&#8221;\u00a0<em>Journal of Economic Surveys<\/em>\u00a022(1): 31-72.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/caliendo_kopeining.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Busso,\u00a0Matias, John\u00a0DiNardo\u00a0and Justin McCrary.\u00a02008. &#8220;Finite Sample Properties of Semi-Parametric Estimators of Average Treatment Effects.&#8221; Working paper, University of California at Berkeley.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/mccrary_et_al_finite_sample.pdf\">Article<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p style=\"font-weight: 400\"><strong>XI. Quantile\u00a0regressions<\/strong><\/p>\n<p style=\"font-weight: 400\">Angrist\u00a0and\u00a0Pischke, Chapter 7<\/p>\n<p style=\"font-weight: 400\">Koenker, Roger and Gilbert Bassett, Jr. 1978. &#8220;Regression\u00a0Quantiles.&#8221;\u00a0<em>Econometrica<\/em><em>,\u00a0<\/em>46(1): 33-50.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/koenker_bassett.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Koenker, Roger and Kevin\u00a0Hallock.\u00a02001. &#8220;Quantile\u00a0Regression.&#8221;\u00a0<em>Journal of Economic Perspectives<\/em>\u00a015(4): 143-156.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/koenker_hallock_jep.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Buchinsky, Moshe. 1994. &#8220;Changes in the Wage Structure 1963-1987: Application of\u00a0Quantile\u00a0Regression.&#8221;\u00a0<em>Econometrica<\/em><em>\u00a0<\/em>62(2): 405-458.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/buchinsky_econometrica.pdf\">Article<\/a><\/p>\n<p style=\"font-weight: 400\">Buchinsky, Moshe. 1998. &#8220;Recent Advances in\u00a0Quantile\u00a0Regression Models: A Practical Guide for Empirical Research.&#8221;\u00a0<em>Journal of Human Resources<\/em>\u00a033: 88-126.\u00a0<a href=\"https:\/\/www3.nd.edu\/~wevans1\/class_papers\/buchinsky_jhr.pdf\">Article<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ELECTRONIC LINKS TO READING LIST ECON 60303: Econometrics II (Graduate) I. A Brief Review of Linear Models Greene, Chapters 2-4 Angrist\u00a0and\u00a0Pischke, Chapters 2-3 Wooldridge, Chapters 2-4 &nbsp; &nbsp; II. Panel Data:\u00a0 Fixed and Random Effect, Difference in Difference Models Greene, Chapter 8 (The Generalized Regression Model) Greene, Chapter 9 (Models for Panel Data) Angrist\u00a0and\u00a0Pischke, Chapter [&hellip;]<\/p>\n","protected":false},"author":3287,"featured_media":0,"parent":76,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-82","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.nd.edu\/william-evans\/wp-json\/wp\/v2\/pages\/82","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.nd.edu\/william-evans\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.nd.edu\/william-evans\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/william-evans\/wp-json\/wp\/v2\/users\/3287"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/william-evans\/wp-json\/wp\/v2\/comments?post=82"}],"version-history":[{"count":4,"href":"https:\/\/sites.nd.edu\/william-evans\/wp-json\/wp\/v2\/pages\/82\/revisions"}],"predecessor-version":[{"id":148,"href":"https:\/\/sites.nd.edu\/william-evans\/wp-json\/wp\/v2\/pages\/82\/revisions\/148"}],"up":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/william-evans\/wp-json\/wp\/v2\/pages\/76"}],"wp:attachment":[{"href":"https:\/\/sites.nd.edu\/william-evans\/wp-json\/wp\/v2\/media?parent=82"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}