On regression adjustments to experimental data

Cited by (422)

Items 101–200 of 422

1. Information and Persuasion: Achieving Safe Water Behaviors in Kenya
   Jill Luoto, David I. Levine, Jeff Albert · 2011 · RAND Corporation eBooks
2. Harmonizing Optimized Designs With Classic Randomization in Experiments
   Adam D. Kapelner, Abba Μ. Krieger, Michael Sklar, Uri Shalit, David Azriel · 2020 · The American Statistician
3. Methods of household consumption measurement through surveys: Experimental results from Tanzania
   Joachim De Weerdt, Kathleen Beegle, John K. Gibson, Jed Arnold Friedman · 2010
4. Does scientific research change minds? Linking criminology and public perceptions of policing
   Hunter M. Boehme, Ian Tyler Adams, Christi Falco Metcalfe, Peter Leasure, Melissa S. Nolan · 2023 · Criminology & Public Policy
5. No-harm calibration for generalized Oaxaca–Blinder estimators
   Peter Cohen, Colin B. Fogarty · 2023 · Biometrika
6. Punishing Rampage: Public Opinion on Sanctions for School Shooters
   Nathaniel M. Schutten, Justin T. Pickett, Alexander L. Burton, Francis T. Cullen, Cheryl Lero Jonson, Velmer S. Burton · 2020 · Justice Quarterly
7. Matching on‐the‐fly: Sequential allocation with higher power and efficiency
   Adam D. Kapelner, Abba Μ. Krieger · 2014 · Biometrics
8. Inference on finite-population treatment effects under limited overlap
   HAN PING HONG, Michael P. Leung, Jessie Li · 2019 · Econometrics Journal
9. Causal Inference and the Design and Analysis of Experiments
   Oliver James, Sebastian Jilke, Gregg G. Van Ryzin · 2017 · Cambridge University Press eBooks
10. Permutation and randomization tests for network analysis
    Mark Fredrickson, Yuguo Chen · 2019 · Social Networks
11. The Challenge of Sustaining Effective Teaching: Spillovers, Fade-out, and the Cost-effectiveness of Teacher Development Programs
    Jacobus Cilliers, Brahm Fleisch, Janeli Kotzé, Mpumi Mohohlwane, Stephen Taylor · 2022 · Economics of Education Review
12. The External Validity of College Student Subject Pools in Experimental Research: A Cross-Sample Comparison of Treatment Effect Heterogeneity
    Danielle L. Lupton · 2018 · Political Analysis
13. Decision costs and price sensitivity: Field experimental evidence from India
    Dean Spears · 2013 · Journal of Economic Behavior & Organization
14. Prospect Theory and Criminal Choice: Experiments Testing Framing, Reference Dependence, and Decision Weights
    Justin T. Pickett, J. C. Barnes, Theodore Wilson, Sean Patrick Roche · 2019 · Justice quarterly
15. Consistent Transformation of Ratio Metrics for Efficient Online Controlled Experiments
    Roman Budylin, Alexey Valerievich Drutsa, Кацев Илья Владимирович, Valeriya Tsoy · 2018 · ACM International Conference on Web Search and Data Mining (WSDM)
16. Treatment Effect Estimation via Differentiated Confounder Balancing and Regression
    Kun Kuang, Peng Cui, Bo Li, Meng Jiang, Yashen Wang, Fei Qing Wu, Shiqiang Yang · 2019 · ACM Transactions on Knowledge Discovery from Data
17. Bias of the regression estimator for experiments using clustered random assignment
    Joel A. Middleton · 2008 · Statistics & Probability Letters
18. Randomization-based causal inference from split-plot designs
    Anqi Zhao, Peng Ding, Rahul Mukerjee, Tirthankar Dasgupta · 2018 · The Annals of Statistics
19. Evidence Supports a Causal Model for Vitamin D in COVID-19 Outcomes
    Gareth Davies, Attila Garami, Joanna Byers · 2020 · medRxiv
20. Political Context and Citizen Information: Propaganda Effects in China
    Dan Chen · 2018 · International Journal of Public Opinion Research
21. Design-Based Ratio Estimators and Central Limit Theorems for Clustered, Blocked RCTs
    Peter Z. Schochet, Nicole E. Pashley, Luke W. Miratrix, Tim Kautz · 2021 · Journal of the American Statistical Association
22. Incomparability of treatment groups is often blindly ignored in randomised controlled trials – a post hoc analysis of baseline characteristic tables
    Tri‐Long Nguyen, Lin Xie · 2020 · Journal of Clinical Epidemiology
23. Unraveling controversies over civic honesty measurement: An extended field replication in China
    Qian Yang, Weiwei Zhang, Shiyong Liu, Wenjin Gong, Youli Han, Jun Lu, Donghong Jiang, Jingchun Nie, Xiaokang Lyu, Rugang Liu et al. · 2023 · Proceedings of the National Academy of Sciences
24. Do Charter Schools Improve Student Achievement? Evidence from a National Randomized Study
    Melissa A. Clark, Philip Gleason, Christina Clark Tuttle, Marsha K. Silverberg · 2011 · RePEc: Research Papers in Economics
25. The Frisch–Waugh–Lovell theorem for standard errors
    Peng Ding · 2020 · Statistics & Probability Letters
26. High-pressure experimental and theoretical study of CO2 solubility in aqueous blends of lysine salts with piperazine as new absorbents
    Humbul Suleman, Abdulhalim Shah Maulud, Afaf Syalsabila, Muhammad Zubair Shahid, Philip Loldrup Fosbøl · 2019 · Fluid Phase Equilibria
27. Selling effective violence prevention policies to the public: a nationally representative framing experiment
    Justin T. Pickett, Stefan Ivanov, Kevin H. Wozniak · 2020 · Journal of Experimental Criminology
28. Gaussian Prepivoting for Finite Population Causal Inference
    Peter Cohen, Colin B. Fogarty · 2021 · Journal of the Royal Statistical Society Series B (Statistical Methodology)
29. Reconciling design-based and model-based causal inferences for split-plot experiments
    Anqi Zhao, Peng Ding · 2022 · The Annals of Statistics
30. Place Randomized Trials
    Robert Francis Boruch, David L. Weisburd, Richard A. Berk · 2009 · Springer eBooks
31. Impact of baseline covariate imbalance on bias in treatment effect estimation in cluster randomized trials: Race as an example
    Siyun Yang, Monique Anderson Starks, Adrian F. Hernandez, Elizabeth Louise Turner, Robert M. Califf, Christopher M. O’Connor, Robert John Mentz, Kingshuk Roy Choudhury · 2019 · Contemporary Clinical Trials
32. Remorse, perceived offender immorality, and lay sentencing preferences
    Jason R. Silver, Colleen M. Berryessa · 2021 · Journal of Experimental Criminology
33. Body-Worn Cameras and Transparency: Experimental Evidence of Inconsistency in Police Executive Decision-Making
    Brandon Tregle, Justin Nix, Justin T. Pickett · 2020 · Justice Quarterly
34. Central limit theorems via Stein's method for randomized experiments under interference
    Alex Chin · 2018 · arXiv (Cornell University)
35. Regression-adjusted estimation of quantile treatment effects under covariate-adaptive randomizations
    Liang Jiang, Peter C.B. Phillips, Yubo Tao, Yichong Zhang · 2022 · Journal of Econometrics
36. Design-based identification with formula instruments: a review
    Борусяк Кирилл Константинович, Peter Hull, Xavier Jaravel · 2024 · Econometrics Journal
37. Preferences for fairness over losses
    Linda Thunström · 2019 · Journal of Behavioral and Experimental Economics
38. Trust and Trustworthiness of Christians, Muslims, and Atheists/Agnostics in the United States
    Linda Thunström, Chian Jones Ritten, Christopher T. Bastian, Elizabeth A. Minton, Dayana Zhappassova · 2021 · Journal for the Scientific Study of Religion
39. Statistical Power for Estimating Treatment Effects Using Difference-in-Differences and Comparative Interrupted Time Series Estimators With Variation in Treatment Timing
    Peter Z. Schochet · 2022 · Journal of Educational and Behavioral Statistics
40. Covariate adjustment in multiarmed, possibly factorial experiments
    Anqi Zhao, Peng Ding · 2023 · Journal of the Royal Statistical Society Series B (Statistical Methodology)
41. Rerandomization to Improve Covariate Balance in Randomized Experiments
    Kari Lock Morgan · 2011 · SSRN Electronic Journal
42. Analyzing Experimental Data Using Regression: When is Bias a Practical Concern?
    DONALD PHILIP GREEN, Peter Michael Aronow · 2009 · SSRN Electronic Journal
43. Final Report on the Youth Transition Demonstration Evaluation
    Thomas Fraker, Arif A. Mamun, Todd C. Honeycutt, Allison V. Thompkins, Erin Jacobs Valentine · 2014 · RePEc: Research Papers in Economics
44. Statistical Theory for the RCT-YES Software: Design-Based Causal Inference for RCTs
    Peter Z. Schochet · 2015 · RePEc: Research Papers in Economics
45. Can Simple Nudges and Workshops Improve Diet Quality? Evidence from a Randomized Trial in Bangladesh
    Kelly A. Davidson, Jaclyn D. Kropp, Conner Mullally, M. Wakilur Rahman · 2020 · American Journal of Agricultural Economics
46. Gaffe Appeal A Field Experiment on Partisan Selective Exposure to Election Messages
    Timothy J. Ryan, Ted A. Brader · 2015 · Political Science Research and Methods
47. The influence of political knowledge on opinion polarization in citizen deliberation
    Kaisa Herne, Henrik Serup Christensen, Kimmo Grönlund · 2019 · Political Research Exchange
48. Authoritarian responsiveness and political attitudes during COVID-19: evidence from Weibo and a survey experiment
    Lai Wei, Elaine Yao, Han Zhang · 2021 · Chinese Sociological Review
49. Causal inference with misspecified exposure mappings
    Fredrik Sävje · 2021 · arXiv (Cornell University)
50. Two seemingly paradoxical results in linear models: the variance inflation factor and the analysis of covariance
    Peng Ding · 2021 · Journal of Causal Inference
51. Precise unbiased estimation in randomized experiments using auxiliary observational data
    Johann A. Gagnon-Bartsch, Adam Sales, Edward Wu, Anthony F. Botelho, John A. Erickson, Luke W Miratrix, Neil Thomas Heffernan · 2023 · Journal of Causal Inference
52. Meeting of minds: Narratives as a tool to reduce prejudice toward stigmatized group members
    Nuri Kim, Cuimin Lim · 2021 · Group Processes & Intergroup Relations
53. Optimal Baseline Corrections for Off-Policy Contextual Bandits
    Shashank Gupta, Olivier Jeunen, Harrie Oosterhuis, M. de Rijke · 2024 · ACM Conference on Recommender Systems
54. When does adjusting covariate under randomization help? A comparative study on current practices
    Ying Gao, Yi Liu, Roland Matsouaka · 2024 · BMC Medical Research Methodology
55. Changing Connotations and the Evolution of the Effect of Wording: Labeling Asylum Seekers in a Political Campaign
    Béla Janky · 2018 · International Journal of Public Opinion Research
56. Ridge rerandomization: An experimental design strategy in the presence of covariate collinearity
    Zach Branson, Stephane Shao · 2021 · Journal of Statistical Planning and Inference
57. Adaptive normalization for IPW estimation
    Samir Khan, Johan H. Ugander · 2023 · Journal of Causal Inference
58. Nudging increases take‐up of employment services: Evidence from a large field experiment
    Vince Hopkins, Jeff Dorion · 2024 · Journal of Policy Analysis and Management
59. Randomization-based Joint Central Limit Theorem and Efficient Covariate Adjustment in Randomized Block 2 K Factorial Experiments
    Hanzhong Liu, Jiyang Ren, Yuehan Yang · 2022 · Journal of the American Statistical Association
60. On adjustment for auxiliary covariates in additive hazard models for the analysis of randomized experiments
    Stijn Vansteelandt, Torben Martinussen, Eric J. Tchetgen Tchetgen · 2013 · Biometrika
61. Pairwise Sequential Randomization and Its Properties
    Yichen Qin, Li, Yang, Wei Ma, Feifang Hu · 2016 · arXiv (Cornell University)
62. Administrative checkpoints, burdens, and human‐centered design: Increasing interview access to raise SNAP participation
    Jae Yeon Kim, Pamela Herd, Sebastian Jilke, Donald P. Moynihan, Kerry Rodden · 2025 · Journal of Policy Analysis and Management
63. Design-Based Uncertainty for Quasi-Experiments
    Ashesh Rambachan, Jonathan Roth · 2025 · Journal of the American Statistical Association
64. Randomization, randomized trials, and analyses using observational data: A commentary on Deaton and Cartwright
    Issa J Dahabreh · 2018 · Social Science & Medicine
65. Some children left behind: Variation in the effects of an educational intervention
    Julie Buhl-Wiggers, Jason Theodore Kerwin, Juan Sebastian Muñoz-Morales, Jeffrey Andrew Smith, Rebecca L Thornton · 2022 · Journal of Econometrics
66. Randomization Tests that Condition on Non-Categorical Covariate Balance
    Zach Branson, Luke W Miratrix · 2019 · Journal of Causal Inference
67. Null-hacking, a lurking problem
    John Protzko · 2018
68. Effect of an Integrated School Garden and Home Garden Intervention on Anemia Among School-Aged Children in Nepal: Evidence From a Cluster Randomised Controlled Trial
    Ghassan Baliki, Dorothee Weiffen, Pepijn Schreinemachers, Akina Shrestha, Rachana Manandhar Shrestha, Monika Schreiner, Tilman Brück · 2023 · Food and Nutrition Bulletin
69. Changes in morphometric parameters of lakes in different ecological zones of Mongolia: implications of climate change
    Altanbold Enkhbold, Li Dingjun, Byambabayar Ganbold, Gansukh Yadamsuren, Tsasanchimeg Boldsaikhan, Sandelger Dorligjav, O Nyamsuren, Batsuren Dorjsuren, Tuvshin Gerelmaa, Batnyambuu Dashpurev et al. · 2023 · Climate Research
70. Whose critique matters? The effects of critic identity and audience on public opinion
    Yehonatan Abramson, Anil Menon, Abir Gitlin · 2024 · American Journal of Political Science
71. Lessons from a partially controlled field trial
    Philip J. Cook, Mallory E. O’Brien, Anthony A. Braga, Jens Ludwig · 2012 · Journal of Experimental Criminology
72. Analyzing Grouped Administrative Data for RCTs Using Design-Based Methods
    Peter Z. Schochet · 2019 · Journal of Educational and Behavioral Statistics
73. Improved Precision in Estimating Average Treatment Effects
    Emil Pitkin, Richard A. Berk, Lawrence Brown, Andreas Buja, Ed George, Kai Zhang, Linda H. Zhao · 2013 · arXiv (Cornell University)
74. Age and Agency: Evidence from a Women’s Empowerment Program in Tanzania
    Aine Seitz McCarthy, Brooke L. Krause · 2024 · World Development
75. OLS and 2SLS in Randomized and Conditionally Randomized Experiments
    Jason Ansel, HAN PING HONG, and Jessie Li · 2018 · Jahrbücher für Nationalökonomie und Statistik
76. Thoughts and prayers – Do they crowd out charity donations?
    Linda Thunström · 2020 · Journal of Risk and Uncertainty
77. An Empirical Comparison of Parametric and Permutation Tests for Regression Analysis of Randomized Experiments
    Kellie Ottoboni, Fraser Lewis, Luigi Salmaso · 2018 · Statistics in Biopharmaceutical Research
78. A nonparametric Bayesian analysis of heterogeneous treatment effects in digital experimentation
    Matt A. Taddy, Gardner, Matt, Liyun Chen, David Draper · 2014 · arXiv (Cornell University)
79. Evaluation of the Teacher Incentive Fund: Final Report on Implementation and Impacts of Pay-for-Performance across Four Years
    Cecilia Speroni · 2018 · 2018 APPAM Fall Research Conference: <i>Evidence for Action: Encouraging Innovation and Improvement</i>
80. Exact Bias Correction for Linear Adjustment of Randomized Controlled Trials
    Haoge Chang, Joel A. Middleton, Peter Michael Aronow · 2024 · Econometrica
81. Punishing Protesters on the “Other Side”: Partisan Bias in Public Support for Repressive and Punitive Responses to Protest Violence
    Jason R. Silver, Luzi Shi · 2023 · Socius Sociological Research for a Dynamic World
82. Potential outcomes and finite-population inference for M-estimators
    Ruonan Xu · 2020 · Econometrics Journal
83. Inference in Experiments Conditional on Observed Imbalances in Covariates
    Per Johansson, Mattias Nordin · 2022 · The American Statistician
84. Toward Optimal Variance Reduction in Online Controlled Experiments
    Ying Jin, Shan Ba · 2022 · Technometrics
85. Using propensity scores to estimate the effectiveness of maternal and newborn interventions to reduce neonatal mortality in Nigeria
    Jamie Perin, Alain K. Koffi, Henry D Kalter, Joseph Olumuyiwa Monehin, Adeyinka Adewemimo, John Quinley, Robert E. Black · 2020 · BMC Pregnancy and Childbirth
86. Healthy, nudged, and wise: Experimental evidence on the role of information salience in reducing tobacco intake
    Adnan M. S. Fakir, Tushar Bharati · 2022 · Health Economics
87. Covariate adjustment for randomized controlled trials revisited
    Jixian Wang · 2019 · Pharmaceutical Statistics
88. Heterogeneous Treatment Effects in Digital Experimentation
    Matt A. Taddy, Matt Gardner, Liyun Chen, David Draper · 2014 · arXiv (Cornell University)
89. Preference for Randomization?: Anscombe-Aumann Inconsistency in the Lab
    Dean Spears · 2009 · SSRN Electronic Journal
90. Understanding and Improving Fixed Eects Regression Models for Causal Inference
    Kosuke Imai, In Song Londregan Kim · 2011
91. Optimal rerandomization designs via a criterion that provides insurance against failed experiments
    Adam D. Kapelner, Abba Μ. Krieger, Michael Sklar, David Azriel · 2021 · Journal of Statistical Planning and Inference
92. No star is good news: A unified look at rerandomization based on p -values from covariate balance tests
    Anqi Zhao, Peng Ding · 2024 · Journal of Econometrics
93. The Late Pretest Problem in Randomized Control Trials of Education Interventions
    Peter Z. Schochet · 2010 · Journal of Educational and Behavioral Statistics
94. Challenges to Using the Regression Discontinuity Design in Educational Evaluations
    Josephine Louie, Christopher H. Rhoads, June Mark · 2016 · American Journal of Evaluation
95. Extreme Candidates as the Beneficent Spoiler? Range Effect in the Plurality Voting System
    Austin Horng‐En Wang, Fang‐Yu Chen · 2018 · Political Research Quarterly
96. Properties of restricted randomization with implications for experimental design
    Mattias Nordin, Mårten Schultzberg · 2022 · Journal of Causal Inference
97. Optimal Estimation When Researcher and Social Preferences Are Misaligned
    Jann Spiess · 2025 · Econometrica
98. Randomization in the tropics, and the search for the elusive keys to economic development
    Angus Deaton · 2009
99. Welfare Reform and Child Care
    Philip K. Robins · 2007 · Evaluation Review
100. On the Use of Linear Fixed Eects Regression Models for Causal Inference
     Kosuke Imai, In Song Londregan Kim · 2012