Covariate-adjusted Fisher randomization tests for the average treatment effect
From MaRDI portal
Publication:2236896
DOI10.1016/j.jeconom.2021.04.007OpenAlexW3166452571MaRDI QIDQ2236896
Publication date: 26 October 2021
Published in: Journal of Econometrics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2010.14555
permutation testrobust standard errorstudentizationrandomization distributionfinite-population inferencesuper-population inference
Statistics (62-XX) Game theory, economics, finance, and other social and behavioral sciences (91-XX)
Related Items (7)
Reconciling design-based and model-based causal inferences for split-plot experiments ⋮ Pair-Switching Rerandomization ⋮ The Generalized Oaxaca-Blinder Estimator ⋮ To Adjust or not to Adjust? Estimating the Average Treatment Effect in Randomized Experiments with Missing Covariates ⋮ Regression-adjusted estimation of quantile treatment effects under covariate-adaptive randomizations ⋮ Rejective Sampling, Rerandomization, and Regression Adjustment in Survey Experiments ⋮ On the power of conditional independence testing under model-X
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Studentized permutation tests for non-i.i.d. hypotheses and the generalized Behrens-Fisher problem
- A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity
- Covariate adjustment in randomization-based causal inference for \(2^K\) factorial designs
- Exact and asymptotically robust permutation tests
- Rerandomization to improve covariate balance in experiments
- Asymptotically valid and exact permutation tests based on two-sample \(U\)-statistics
- On the application of probability theory to agricultural experiments. Essay on principles. Section 9. Translated from the Polish and edited by D. M. Dąbrowska and T. P. Speed
- Covariance adjustment in radomized experiments and observational studies
- Weak convergence and empirical processes. With applications to statistics
- Agnostic notes on regression adjustments to experimental data: reexamining Freedman's critique
- Randomization inference for difference-in-differences with few treated clusters
- Multi-center clinical trials: randomization and ancillary statistics
- Flexible covariate-adjusted exact tests of randomized treatment effects with application to a trial of HIV education
- On regression adjustments to experimental data
- Lasso adjustments of treatment effect estimates in randomized experiments
- Inference Under Covariate-Adaptive Randomization
- The Nonexistence of Certain Statistical Procedures in Nonparametric Problems
- On the Behavior of Randomization Tests Without a Group Invariance Assumption
- Improving Efficiency of Inferences in Randomized Clinical Trials Using Auxiliary Covariates
- Tests for no treatment effect in randomized clinical trials
- Regression-assisted inference for the average treatment effect in paired experiments
- Randomization Tests Under an Approximate Symmetry Assumption
- On Mitigating the Analytical Limitations of Finely Stratified Experiments
- High-dimensional regression adjustments in randomized experiments
- Reduced Sensitivity to Hidden Bias at Upper Quantiles in Observational Studies with Dilated Treatment Effects
- Exactp-Values for Network Interference
- A Permutation Test for the Regression Kink Design
- Using Standard Tools From Finite Population Sampling to Improve Causal Inference for Complex Experiments
- Randomization tests of causal effects under interference
- Deep Neural Networks for Estimation and Inference
- Channeling Fisher: Randomization Tests and the Statistical Insignificance of Seemingly Significant Experimental Results*
- Using a satisficing model of experimenter decision-making to guide finite-sample inference for compromised experiments
- Rerandomization and Regression Adjustment
- Inference under covariate‐adaptive randomization with multiple treatments
- Regression-adjusted average treatment effect estimates in stratified randomized experiments
- Exact Confidence Intervals for Nonconstant Effects by Inverting the Signed Rank Test
- Robust Alternatives to ANCOVA for Estimating the Treatment Effect via a Randomized Comparative Study
- Asymptotic Permutation Tests in General Factorial Designs
- Causal Inference from 2K Factorial Designs by Using Potential Outcomes
- A randomization-based perspective on analysis of variance: a test statistic robust to treatment effect heterogeneity
- Testing Statistical Hypotheses
- The Large-Sample Power of Tests Based on Permutations of Observations
- Revisiting regression adjustment in experiments with heterogeneous treatment effects
- Design of observational studies
This page was built for publication: Covariate-adjusted Fisher randomization tests for the average treatment effect