Replicating Experimental Impact Estimates Using a Regression Discontinuity Approach
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- repec:mpr:mprres:6372 is not listed on IDEAS
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2008.
"Nonparametric Tests for Treatment Effect Heterogeneity,"
The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 389-405, August.
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," Working Papers 0609, University of Miami, Department of Economics.
- Mitnik, Oscar K. & Imbens, Guido & Hotz, V. Joseph & Crump, Richard K., 2008. "Nonparametric Tests for Treatment Effect Heterogeneity," Scholarly Articles 3039049, Harvard University Department of Economics.
- Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," NBER Technical Working Papers 0324, National Bureau of Economic Research, Inc.
- Crump, Richard K. & Hotz, V. Joseph & Imbens, Guido W. & Mitnik, Oscar A., 2006. "Nonparametric Tests for Treatment Effect Heterogeneity," IZA Discussion Papers 2091, Institute of Labor Economics (IZA).
- Paul T. Decker & Daniel P. Mayer & Steven Glazerman, "undated". "The Effects of Teach For America on Students: Findings from a National Evaluation (Working Paper)," Mathematica Policy Research Reports 0ff21c21c2694f8a921e5fcb8, Mathematica Policy Research.
- repec:mpr:mprres:5414 is not listed on IDEAS
- repec:mpr:mprres:6683 is not listed on IDEAS
- repec:mpr:mprres:7346 is not listed on IDEAS
- Jens Ludwig & Douglas L. Miller, 2007.
"Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 159-208.
- Jens Ludwig & Douglas L. Miller, 2005. "Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design," NBER Working Papers 11702, National Bureau of Economic Research, Inc.
- Ludwig, Jens & Miller, Douglas L., 2006. "Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design," IZA Discussion Papers 2111, Institute of Labor Economics (IZA).
- Peter Z. Schochet, "undated". "Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evaluations," Mathematica Policy Research Reports 61fb6c057561451a8a6074508, Mathematica Policy Research.
- Cook, Thomas D., 2008. ""Waiting for Life to Arrive": A history of the regression-discontinuity design in Psychology, Statistics and Economics," Journal of Econometrics, Elsevier, vol. 142(2), pages 636-654, February.
- Guido Imbens & Karthik Kalyanaraman, 2012.
"Optimal Bandwidth Choice for the Regression Discontinuity Estimator,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
- Guido Imbens & Karthik Kalyanaraman, 2009. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," NBER Working Papers 14726, National Bureau of Economic Research, Inc.
- Imbens, Guido W. & Kalyanaraman, Karthik, 2009. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," IZA Discussion Papers 3995, Institute of Labor Economics (IZA).
- Guido Imbens & Karthik Kalyanaraman, 2010. "Optimal bandwidth choice for the regression discontinuity estimator," CeMMAP working papers CWP05/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Cameron,A. Colin & Trivedi,Pravin K., 2005. "Microeconometrics," Cambridge Books, Cambridge University Press, number 9780521848053, October.
- Imbens, Guido W. & Lemieux, Thomas, 2008.
"Regression discontinuity designs: A guide to practice,"
Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
- Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Working Papers 13039, National Bureau of Economic Research, Inc.
- Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Technical Working Papers 0337, National Bureau of Economic Research, Inc.
- Mark Dynarski & Roberto Agodini & Sheila Heaviside & Timothy Novak & Nancy Carey & Larissa Campuzano & Barbara Means & Robert Murphy & William Penuel & Hal Javitz & Deborah Emery & Willow Sussex, "undated". "Effectiveness of Reading and Mathematics Software Products: Findings from the First Student Cohort," Mathematica Policy Research Reports 2fa5b23b827f497091fc730f0, Mathematica Policy Research.
- McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
- repec:mpr:mprres:4150 is not listed on IDEAS
- Doug Miller & Jens Ludwig, 2005. "Does Head Start Improve Children?s Life Chances? Evidence from a Regression Discontinuity Design," Working Papers 534, University of California, Davis, Department of Economics.
- repec:mpr:mprres:7339 is not listed on IDEAS
- Buddelmeyer, Hielke & Skoufias, Emmanuel, 2003.
"An Evaluation of the Performance of Regression Discontinuity Design on PROGRESA,"
IZA Discussion Papers
827, Institute of Labor Economics (IZA).
- Buddelmeyer, Hielke & Skoufias, Emmanuel, 2004. "An evaluation of the performance of regression discontinuity design on PROGRESA," Policy Research Working Paper Series 3386, The World Bank.
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RCTs ; Regression Discontinuity ; Education ; Random Assignment;All these keywords.
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