[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
create a website
Regression adjustment in randomized controlled trials with many covariates. (2023). Otsu, Taisuke ; Matsushita, Yukitoshi ; Chiang, Harold D.
In: Papers.
RePEc:arx:papers:2302.00469.

Full description at Econpapers || Download paper

Cited: 3

Citations received by this document

Cites: 30

References cited by this document

Cocites: 50

Documents which have cited the same bibliography

Coauthors: 0

Authors who have wrote about the same topic

Citations

Citations received by this document

  1. A Primer on the Analysis of Randomized Experiments and a Survey of some Recent Advances. (2024). Tabord-Meehan, Max ; Shaikh, Azeem M ; Bai, Yuehao.
    In: Papers.
    RePEc:arx:papers:2405.03910.

    Full description at Econpapers || Download paper

  2. Adjustment with Many Regressors Under Covariate-Adaptive Randomizations. (2023). Zhang, Yichong ; Miao, KE ; Li, Liyao ; Jiang, Liang.
    In: Papers.
    RePEc:arx:papers:2304.08184.

    Full description at Econpapers || Download paper

References

References cited by this document

  1. ——— (1935): “1935. The Design of Experiments,” Edinburgh: Oliver and Boyd.
    Paper not yet in RePEc: Add citation now
  2. ——— (2018b): “Inference in linear regression models with many covariates and heteroscedasticity, ” Journal of the American Statistical Association, 113, 1350–1361.
    Paper not yet in RePEc: Add citation now
  3. Abadie, A., S. Athey, G. W. Imbens, and J. M. Wooldridge (2020): “Sampling-Based versus Design-Based Uncertainty in Regression Analysis,” Econometrica, 88, 265–296.
    Paper not yet in RePEc: Add citation now
  4. Angrist, J., D. Lang, and P. Oreopoulos (2009): “Incentives and services for college achievement: Evidence from a randomized trial,” American Economic Journal: Applied Economics, 1, 136–63.

  5. Aronow, P. M., D. P. Green, and D. K. Lee (2014): “Sharp bounds on the variance in randomized experiments,” The Annals of Statistics, 42, 850–871.
    Paper not yet in RePEc: Add citation now
  6. Bloniarz, A., H. Liu, C.-H. Zhang, J. S. Sekhon, and B. Yu (2016): “Lasso adjustments of treatment effect estimates in randomized experiments,” Proceedings of the National Academy of Sciences, 113, 7383–7390.
    Paper not yet in RePEc: Add citation now
  7. Bradic, J., S. Wager, and Y. Zhu (2019): “Sparsity double robust inference of average treatment effects,” arXiv preprint arXiv:1905.00744.

  8. Cattaneo, M. D., M. Jansson, and W. K. Newey (2018a): “Alternative asymptotics and the partially linear model with many regressors,” Econometric Theory, 34, 277–301.
    Paper not yet in RePEc: Add citation now
  9. Cattaneo, M. D., M. Jansson, and X. Ma (2019): “Two-step estimation and inference with possibly many included covariates,” The Review of Economic Studies, 86, 1095–1122.

  10. Chang, H., J. Middleton, and P. Aronow (2021): “Exact Bias Correction for Linear Adjustment of Randomized Controlled Trials,” arXiv preprint arXiv:2110.08425.

  11. Chernozhukov, V., D. Chetverikov, M. Demirer, E. Duflo, C. Hansen, W. Newey, and J. Robins (2018): “Double/debiased machine learning for treatment and structural parameters: Double/debiased machine learning,” The Econometrics Journal, 21.
    Paper not yet in RePEc: Add citation now
  12. Dasgupta, T., N. S. Pillai, and D. B. Rubin (2015): “Causal inference from 2K factorial designs by using potential outcomes,” Journal of the Royal Statistical Society: Series B (Statistical Methodology), 77, 727–753.

  13. Fisher, R. A. (1925): “Statistical methods for research workers.” Statistical methods for research workers.
    Paper not yet in RePEc: Add citation now
  14. Fogarty, C. B. (2018): “Regression-assisted inference for the average treatment effect in paired experiments,” Biometrika, 105, 994–1000.

  15. Freedman, D. A. (2008): “On regression adjustments to experimental data,” Advances in Applied Mathematics, 40, 180–193.
    Paper not yet in RePEc: Add citation now
  16. Hansen, B. (2022): Econometrics, Princeton University Press.
    Paper not yet in RePEc: Add citation now
  17. Imbens, G. W. and D. B. Rubin (2015): Causal inference in statistics, social, and biomedical sciences, Cambridge University Press.

  18. Kempthorne, O. (1952): “The design and analysis of experiments.” .
    Paper not yet in RePEc: Add citation now
  19. Lei, L. and P. Ding (2021): “Regression adjustment in completely randomized experiments with a diverging number of covariates,” Biometrika, 108, 815–828.

  20. Li, X. and P. Ding (2020): “Rerandomization and regression adjustment,” Journal of the Royal Statistical Society. Series B: Statistical Methodology, 82, 241–268.

  21. Li, X., P. Ding, and D. B. Rubin (2018): “Asymptotic theory of rerandomization in treatmentcontrol experiments,” Proceedings of the National Academy of Sciences, 115, 9157–9162.
    Paper not yet in RePEc: Add citation now
  22. Lin, W. (2013): “Agnostic notes on regression adjustments to experimental data: Reexamining Freedman’s critique,” Annals of Applied Statistics, 7, 295–318.
    Paper not yet in RePEc: Add citation now
  23. Newey, W. K. and J. R. Robins (2018): “Cross-fitting and fast remainder rates for semiparametric estimation,” arXiv preprint arXiv:1801.09138.
    Paper not yet in RePEc: Add citation now
  24. Neyman, J. S. (1923): “On the application of probability theory to agricultural experiments. essay on principles. section 9.” Annals of Agricultural Sciences, 10, 1–51.
    Paper not yet in RePEc: Add citation now
  25. Reichardt, C. S. and H. F. Gollob (1999): “Justifying the use and increasing the power of at test for a randomized experiment with a convenience sample.” Psychological methods, 4, 117.
    Paper not yet in RePEc: Add citation now
  26. Rosenberger, W. F. and J. M. Lachin (2015): Randomization in clinical trials: theory and practice, John Wiley & Sons.
    Paper not yet in RePEc: Add citation now
  27. Schick, A. (1986): “On asymptotically efficient estimation in semiparametric models,” Annals of Statistics, 1139–1151.
    Paper not yet in RePEc: Add citation now
  28. Spiess, J. (2018): “Optimal estimation when researcher and social preferences are misaligned,” working paper.
    Paper not yet in RePEc: Add citation now
  29. Wager, S., W. Du, J. Taylor, and R. J. Tibshirani (2016): “High-dimensional regression adjustments in randomized experiments,” Proceedings of the National Academy of Sciences, 113, 12673–12678.
    Paper not yet in RePEc: Add citation now
  30. Zheng, W. and M. J. van der Laan (2011): “Cross-validated targeted minimum-loss-based estimation,” in Targeted Learning, Springer, 459–474. Errors: worst 0.0 0.1 0.2 0.3 0.4 0.5 20 40 60 Dimensionality (p) Bias tauhat_type un−debiased db_LD db_unbiased cross−fitted Errors: normal 0.00 0.02 0.04 0.06 20 40 60 Dimensionality (p) Bias tauhat_type un−debiased db_LD db_unbiased cross−fitted
    Paper not yet in RePEc: Add citation now

Cocites

Documents in RePEc which have cited the same bibliography

  1. Using Goals to Motivate College Students: Theory and Evidence From Field Experiments. (2020). Prowse, Victoria ; Clark, Damon ; Rush, Mark ; Gill, David.
    In: The Review of Economics and Statistics.
    RePEc:tpr:restat:v:102:y:2020:i:4:p:648-663.

    Full description at Econpapers || Download paper

  2. Procrastination, Academic Success and the Effectiveness of a Remedial Program. (2014). Scoppa, Vincenzo ; Depaola, Maria ; de Paola, Maria.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp8021.

    Full description at Econpapers || Download paper

  3. Adjusting Your Dreams? The Effect of School and Peers on Dropout Behaviour. (2014). Maurin, Eric ; Gurgand, Marc ; Goux, Dominique.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp7948.

    Full description at Econpapers || Download paper

  4. Working (and studying) day and night: Heterogeneous effects of working on the academic performance of full-time and part-time students. (2014). Darolia, Rajeev.
    In: Economics of Education Review.
    RePEc:eee:ecoedu:v:38:y:2014:i:c:p:38-50.

    Full description at Econpapers || Download paper

  5. The role of input vouchers in modernizing the fresh fruit and vegetable market in Turkey. (2014). Lemeilleur, Sylvaine.
    In: Agricultural Economics.
    RePEc:bla:agecon:v:45:y:2014:i:4:p:477-487.

    Full description at Econpapers || Download paper

  6. Do university policies matter? Effects of Course Policies on Performance. (2013). Link, Susanne ; Ostermaier, Andreas ; Beltz, Philipp .
    In: Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order.
    RePEc:zbw:vfsc13:79924.

    Full description at Econpapers || Download paper

  7. Making it count: Evidence from a Field Experiment on Assessment Rules, Study Incentives and Student Performance. (2013). Lührmann, Melanie ; Dolton, Peter ; Chevalier, Arnaud ; Luehrmann, Melanie .
    In: Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order.
    RePEc:zbw:vfsc13:79795.

    Full description at Econpapers || Download paper

  8. Improving college access and success for low-income students: Evidence from a large need-based grant program. (2013). Grenet, Julien ; Fack, Gabrielle.
    In: Economics Working Papers.
    RePEc:upf:upfgen:1393.

    Full description at Econpapers || Download paper

  9. The importance of intrinsic and extrinsic motivation for measuring IQ. (2013). ter Weel, Bas ; Meijers, Huub ; Borghans, Lex.
    In: MERIT Working Papers.
    RePEc:unm:unumer:2013006.

    Full description at Econpapers || Download paper

  10. Grades as incentives. (2013). Grant, Darren ; Green, William.
    In: Empirical Economics.
    RePEc:spr:empeco:v:44:y:2013:i:3:p:1563-1592.

    Full description at Econpapers || Download paper

  11. Do Men and Women Respond Differently to Competition? Evidence from a Major Education Reform*. (2013). Morin, Louis-Philippe.
    In: Working Papers.
    RePEc:ott:wpaper:e1305e.

    Full description at Econpapers || Download paper

  12. The Importance of Intrinsic and Extrinsic Motivation for Measuring IQ. (2013). ter Weel, Bas ; Meijers, Huub ; Borghans, Lex.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp7182.

    Full description at Econpapers || Download paper

  13. The value of earning for learning: Performance bonuses in immigrant language training. (2013). Åslund, Olof ; Engdahl, Mattias.
    In: Working Paper Series, Center for Labor Studies.
    RePEc:hhs:uulswp:2013_001.

    Full description at Econpapers || Download paper

  14. Improving College Access and Success for Low-Income Students: Evidence from a Large Need-based Grant Program. (2013). Fack, Gabrielle ; Grenet, Julien.
    In: Working Papers.
    RePEc:hal:wpaper:halshs-00870546.

    Full description at Econpapers || Download paper

  15. Improving College Access and Success for Low-Income Students: Evidence from a Large Need-based Grant Program. (2013). Grenet, Julien ; Fack, Gabrielle .
    In: PSE Working Papers.
    RePEc:hal:psewpa:halshs-00870546.

    Full description at Econpapers || Download paper

  16. Financial incentives and educational investment: the impact of performance-based scholarships on student time use. (2013). Barrow, Lisa ; Rouse, Cecilia Elena.
    In: Working Paper Series.
    RePEc:fip:fedhwp:wp-2013-07.

    Full description at Econpapers || Download paper

  17. The behavioralist goes to school: Leveraging behavioral economics to improve educational performance. (2013). Neckermann, Susanne ; list, john ; Levitt, Steven ; Sadoff, Sally .
    In: Framed Field Experiments.
    RePEc:feb:framed:00379.

    Full description at Econpapers || Download paper

  18. The importance of intrinsic and extrinsic motivation for measuring IQ. (2013). ter Weel, Bas ; Meijers, Huub ; Borghans, Lex.
    In: Economics of Education Review.
    RePEc:eee:ecoedu:v:34:y:2013:i:c:p:17-28.

    Full description at Econpapers || Download paper

  19. The value of earning for learning: Performance bonuses in immigrant language training. (2013). Åslund, Olof ; Engdahl, Mattias.
    In: CReAM Discussion Paper Series.
    RePEc:crm:wpaper:1303.

    Full description at Econpapers || Download paper

  20. The importance of intrinsic and extrinsic motivation for measuring IQ. (2013). ter Weel, Bas ; Meijers, Huub ; Borghans, Lex ; Lex Borghans ............ Huub Meijers , .
    In: CPB Discussion Paper.
    RePEc:cpb:discus:231.

    Full description at Econpapers || Download paper

  21. Stand and Deliver: Effects of Bostons Charter High School on College Preparation, Entry, and Choice. (2013). Pathak, Parag ; Dynarski, Susan ; Cohodes, Sarah ; Angrist, Joshua ; Walters, Christopher R..
    In: CESifo Working Paper Series.
    RePEc:ces:ceswps:_4396.

    Full description at Econpapers || Download paper

  22. GINI DP 84: Conditional cash transfers in high- income OECD countries and their effects on human capital accumulation. (2013). Medgyesi, Marton ; Temesvary, Z..
    In: GINI Discussion Papers.
    RePEc:aia:ginidp:84.

    Full description at Econpapers || Download paper

  23. Do College-Prep Programs Improve Long-Term Outcomes?. (2012). Jackson, C. Kirabo.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:17859.

    Full description at Econpapers || Download paper

  24. Joint-Liability vs. Individual Incentives in the Classroom. Lessons from a Field Experiment with Undergraduate Students. (2012). Cid, Alejandro ; Cabrera, Jose Maria.
    In: Documentos de Trabajo/Working Papers.
    RePEc:mnt:wpaper:1206.

    Full description at Econpapers || Download paper

  25. The Value of Earning for Learning: Performance Bonuses in Immigrant Language Training. (2012). Åslund, Olof ; Engdahl, Mattias ; Aslund, Olof .
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp7118.

    Full description at Econpapers || Download paper

  26. Competition and Educational Productivity: Incentives Writ Large. (2012). Urquiola, Miguel ; Macleod, W. Bentley.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp7063.

    Full description at Econpapers || Download paper

  27. Gender Differences in Education. (2012). Pekkarinen, Tuomas.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp6390.

    Full description at Econpapers || Download paper

  28. Learning for a bonus: How financial incentives interact with preferences. (2012). Oswald, Yvonne ; Backes-Gellner, Uschi.
    In: Economics of Education Working Paper Series.
    RePEc:iso:educat:0079.

    Full description at Econpapers || Download paper

  29. The value of earning for learning: Performance bonuses in immigrant language training. (2012). Åslund, Olof ; Engdahl, Mattias.
    In: Working Paper Series.
    RePEc:hhs:uunewp:2013_002.

    Full description at Econpapers || Download paper

  30. Letting Down the Team? Social Effects of Team Incentives. (2012). Royer, Heather ; Charness, Gary ; Bedard, Kelly ; Babcock, Philip ; Hartman, John .
    In: University of California at Santa Barbara, Economics Working Paper Series.
    RePEc:cdl:ucsbec:qt93n646db.

    Full description at Econpapers || Download paper

  31. Testing instrument validity in sample selection models. (2011). Mellace, Giovanni ; Huber, Martin.
    In: Economics Working Paper Series.
    RePEc:usg:econwp:2011:45.

    Full description at Econpapers || Download paper

  32. Teams or Tournaments? A Field Experiment on Cooperation and Competition among University Students. (2011). Reggiani, Tommaso ; Fort, Margherita ; Bigoni, Maria ; Nardotto, Mattia.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp5844.

    Full description at Econpapers || Download paper

  33. The today and tomorrow of kids: Time preferences and educational outcomes of children. (2011). Petrie, Ragan ; Jordan, Jeffrey ; Ferraro, Paul ; Castillo, Marco.
    In: Journal of Public Economics.
    RePEc:eee:pubeco:v:95:y:2011:i:11:p:1377-1385.

    Full description at Econpapers || Download paper

  34. Field and online experiments on self-control. (2011). Lynham, John ; Charness, Gary ; Burger, Nicholas.
    In: Journal of Economic Behavior & Organization.
    RePEc:eee:jeborg:v:77:y:2011:i:3:p:393-404.

    Full description at Econpapers || Download paper

  35. Conditional cash penalties in education: Evidence from the Learnfare experiment. (2011). Dee, Thomas ; ThomasS. Dee, .
    In: Economics of Education Review.
    RePEc:eee:ecoedu:v:30:y:2011:i:5:p:924-937.

    Full description at Econpapers || Download paper

  36. Money, Mentoring and Making Friends : The Impact of a Multidimensional Access Program on Student Performance. (2010). O' Sullivan, Vincent ; Doyle, Orla ; Denny, Kevin ; OSullivan, Vincent ; OReilly, Patricia .
    In: The Warwick Economics Research Paper Series (TWERPS).
    RePEc:wrk:warwec:932.

    Full description at Econpapers || Download paper

  37. Money, Mentoring and Making Friends: The Impact of a Multidimensional Access Program on Student Performance. (2010). Doyle, Orla ; Denny, Kevin ; O'Sullivan, Vincent ; O'Reilly, Patricia .
    In: Working Papers.
    RePEc:ucd:wpaper:201021.

    Full description at Econpapers || Download paper

  38. When Opportunity Knocks, Who Answers? New Evidence on College Achievement Awards. (2010). Oreopoulos, Philip ; Angrist, Joshua ; Williams, Tyler .
    In: NBER Working Papers.
    RePEc:nbr:nberwo:16643.

    Full description at Econpapers || Download paper

  39. Can Higher-Achieving Peers Explain the Benefits to Attending Selective Schools?: Evidence from Trinidad and Tobago. (2010). Jackson, C. Kirabo.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:16598.

    Full description at Econpapers || Download paper

  40. College Aid. (2010). Deming, David ; Dynarski, Susan.
    In: NBER Chapters.
    RePEc:nbr:nberch:11730.

    Full description at Econpapers || Download paper

  41. A signalling model of school grades under different evaluation systems. (2010). Scoppa, Vincenzo ; De Paola, Maria ; Depaola, Maria.
    In: Journal of Economics.
    RePEc:kap:jeczfn:v:101:y:2010:i:3:p:199-212.

    Full description at Econpapers || Download paper

  42. Stuck in the middle: Impacts of grade configuration in public schools. (2010). Lockwood, Benjamin B. ; Rockoff, Jonah E..
    In: Journal of Public Economics.
    RePEc:eee:pubeco:v:94:y:2010:i:11-12:p:1051-1061.

    Full description at Econpapers || Download paper

  43. The effects of quantitative skills training on college outcomes and peers. (2010). McEwan, Patrick ; Butcher, Kristin ; Taylor, Corrine H..
    In: Economics of Education Review.
    RePEc:eee:ecoedu:v:29:y:2010:i:2:p:187-199.

    Full description at Econpapers || Download paper

  44. MONETARY INCENTIVES AND STUDENT ACHIEVEMENT IN A DEPRESSED LABOUR MARKET: RESULTS FROM A RANDOMIZED EXPERIMENT. (2010). Scoppa, Vincenzo ; De Paola, Maria ; Depaola, Maria ; Nistico, Rosanna .
    In: Working Papers.
    RePEc:clb:wpaper:201006.

    Full description at Econpapers || Download paper

  45. Ability, Gender, and Performance Standards: Evidence from Academic Probation. (2010). Sanders, Nicholas ; Oreopoulos, Philip ; Lindo, Jason.
    In: American Economic Journal: Applied Economics.
    RePEc:aea:aejapp:v:2:y:2010:i:2:p:95-117.

    Full description at Econpapers || Download paper

  46. The Good, the Bad and the Average: Evidence on the Scale and Nature of Ability Peer Effects in Schools. (2009). Weinhardt, Felix ; Silva, Olmo ; Lavy, Victor.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:15600.

    Full description at Econpapers || Download paper

  47. Into College, Out of Poverty? Policies to Increase the Postsecondary Attainment of the Poor. (2009). Dynarski, Susan ; Deming, David.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:15387.

    Full description at Econpapers || Download paper

  48. Anti-Lemons: School Reputation and Educational Quality. (2009). Urquiola, Miguel ; Macleod, W. Bentley.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:15112.

    Full description at Econpapers || Download paper

  49. Heterogeneous Class Size Effects: New Evidence from a Panel of University Students. (2009). Rasul, Imran ; Larcinese, Valentino ; bandiera, oriana.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp4496.

    Full description at Econpapers || Download paper

  50. Gender Differences in Market Competitiveness in a Real Workplace: Evidence from Performance-based Pay Tournaments among Teachers. (2008). Lavy, Victor.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:14338.

    Full description at Econpapers || Download paper

Coauthors

Authors registered in RePEc who have wrote about the same topic

Report date: 2025-01-28 18:03:52 || Missing content? Let us know

CitEc is a RePEc service, providing citation data for Economics since 2001. Sponsored by INOMICS. Last updated October, 6 2023. Contact: CitEc Team.