3,305
Views
66
CrossRef citations to date
0
Altmetric
Theory and Methods

Inference Under Covariate-Adaptive Randomization

, &
Pages 1784-1796 | Received 01 Aug 2016, Published online: 28 Jun 2018

References

  • Berry, J., Karlan, D. S., and Pradhan, M. (2018), “The Impact of Financial Education for Youth in Ghana,” World Development, 102, 71–89.
  • Bruhn, M. and McKenzie, D. (2008), “In Pursuit of Balance: Randomization in Practice in Development Field Experiments,” World Bank Policy Research Working Paper, 4752.
  • Bugni, F. A., Canay, I. A., and Shaikh, A. M. (2017), “Inference under Covariate Adaptive Randomization with Multiple Treatments,” CeMMAP working paper CWP34/17.
  • Callen, M., Gulzar, S., Hasanain, A., Khan, Y., and Rezaee, A. (2015), “Personalities and Public Sector Performance: Evidence from a Health Experiment in Pakistan,” NBER Working Paper No. w21180. Available at https://ssrn.com/abstract=2607368.
  • Chong, A., Cohen, I., Field, E., Nakasone, E., and Torero, M. (2016), “Iron Deficiency and Schooling Attainment in Peru,” American Economic Journal: Applied Economics, 8, 222–255.
  • Chung, E., and Romano, J. P. (2013), “Exact and Asymptotically Robust Permutation Tests,” The Annals of Statistics, 41, 484–507.
  • Dizon-Ross, R. (2018), “Parents' Beliefs About Their Children's Academic Ability: Implications for Educational Investments,” unpublished manuscript, The University of Chicago.
  • Duflo, E., Dupas, P., and Kremer, M. (2015), “Education, HIV, and Early Fertility: Experimental Evidence from Kenya,” American Economic Review, 105, 2757–2797.
  • Duflo, E., Glennerster, R., and Kremer, M. (2007), “Using Randomization in Development Economics Research: A Toolkit,” Handbook of Development Economics, 4, 3895–3962.
  • Efron, B. (1971), “Forcing a Sequential Experiment to be Balanced,” Biometrika, 58, 403–417.
  • Heckman, J. J., Pinto, R., Shaikh, A. M., and Yavitz, A. (2011), “Inference with Imperfect Randomization: The Case of the Perry Preschool,” unpublished manuscript, The University of Chicago.
  • Hoeffding, W. (1952), “The Large-Sample Power of Tests Based on Permutations of Observations,” The Annals of Mathematical Statistics, 23, 169–192.
  • Hu, Y., and Hu, F. (2012), “Asymptotic Properties of Covariate-Adaptive Randomization,” Annals of Statistics, 40, 1794–1815.
  • Imbens, G. W., and Kolesar, M. (2016), “Robust Standard Errors in Small Samples: Some Practical Advice,” Review of Economics and Statistics, 98, 701–712.
  • Imbens, G. W., and Rubin, D. B. (2015), Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction, New York: Cambridge University Press.
  • Kernan, W. N., Viscoli, C. M., Makuch, R. W., Brass, L. M., and Horwitz, R. I. (1999), “Stratified Randomization for Clinical Trials,” Journal of Clinical Epidemiology, 52, 19–26.
  • Lee, S., and Shaikh, A. M. (2014), “Multiple Testing And Heterogeneous Treatment Effects: Re-Evaluating The Effect Of Progresa On School Enrollment,” Journal of Applied Econometrics, 29, 612–626.
  • Li, X., Ding, P., and Rubin, D. B. (2016), “Asymptotic Theory of Rerandomization in Treatment-Control Experiments,” arXiv preprint arXiv:1604.00698.
  • Lock Morgan, K., and Rubin, D. (2012), “Rerandomization to Improve Covariate Balance in Experiments,” The Annals of Statistics, 40, 1263–1282.
  • Pocock, S., and Simon, R. (1975), “Sequential Treatment Assignment with Balancing for Prognostic Factors in the Controlled Clinical Trial,” Biometrics, 31, 103–115.
  • Rosenbaum, P. R. (2007), “Interference Between Units in Randomized Experiments,” Journal of the American Statistical Association, 102, 191–200.
  • Rosenberger, W. F., and Lachin, J. M. (2016), Randomization in Clinical Trials: Theory and Practice (2nd ed.), Hoboken, NJ: Wiley.
  • Shao, J., Yu, X., and Zhong, B. (2010), “A Theory for Testing Hypotheses Under Covariate-Adaptive Randomization,” Biometrika, 97, 347–360.
  • Wei, L. (1978), “The Adaptive Biased Coin Design for Sequential Experiments,” The Annals of Statistics, 6, 92–100.
  • Young, A. (2016), “Channeling Fisher: Randomization Tests and the Statistical Insignificance of Seemingly Significant Experimental Results,” working paper, The London School of Economics.
  • Zelen, M. (1974), “The Randomization and Stratification of Patients to Clinical Trials,” Journal of Chronic Diseases, 27, 365–375.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.