Analysis of Treatment Effects, Causality - Economics Assignment Help

Assignment Task:

TASK:

2. Analysis of Treatment Effects, Causality (28 Jan, 04 and 11 Feb) Conditional Independence, Average Treatment Effects, Matching, Propensity Score, Wald Estima-tor, Horvitz-Thompson Estimator, Diff-in-Dill Estimation, Synthetic Control Croups, Local Average Treatment Effects: Angrist and Pischke, chapt. 2-5: Wooldridge, chapt. 18 
Illustrative applications: 
1. Angrist, J. (1990): "Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records", Amcricon Economic Rcvicw, 80, 313-335 2. Card, D. and A. Krueger (1994): "Minimum Wages and Employment: A Case Study of the Mist Food Industry in New Jersey and Pennsylvania", American Economic Rrviw, 84, 772784 3. Burgess, S., Propper C., Ratto M., von Hinke Kessler Scholder S., and E. Thminey (2010): "Smarter `I,k Assignment or Greater Effort: The Impact of Incentives on Ram Performance", Economic Journal, 120 (Sept), 968-989 4. Heckman, J.J. (2010): "Building Bridges Between Structural and Program Evaluation Approach. to Evaluating Policy", NBER IVorking Pap.- 16110 5. Abadie, A., Diamond, A. and J. Hainmueller (2010): "Synthetic Control Methods for Compara-tive Case Studies: Estimating the Effect of California's Tbbacco Control Program", Journal of tAc American Statistic, Association, 105(490), 493-505 
3. Generalized Method of Moments (25 Feb) Orthogonality Conditions, Method of Moments (MOM) and General., Method of Moments (GMM), Optimal Weighting Matrix, Sargan-Hansen Test: Greene, chapt. 18; Hamilton, &apt. l4; Johnston and DiNardo, chapt. 10; Verbeek, chapt. 5 
Illustrative applications: 
I. Hansen, L.P. and K.J. Singelton (1982): "Generalized instrumental variables estimation of nonlinear rational expectations models", Eoonomctrioa, 50(5), 126946 2. Heckert, W. (2005): "Estimation of Stochastic Preferences: An Empirical Analysis of Demand for Internet Services", Review of Economics and Statistics, 87(3), 495-502 
4. Panel Data Models (04, 11 and 18 Mar) 
Fixed Effects, Random Effects, Random Slope Coefficients, Dynamic Panel Data models, Hausman tests: Ruud chapt. 24, Greene chapt. 9, Wooldridge chapt. 10 Application of Dynamic Panel Data models in Cartel Damages Estimation 
 

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