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For: Ding P, Feller A, Miratrix L. Randomization inference for treatment effect variation. J R Stat Soc Series B Stat Methodol 2015. [DOI: 10.1111/rssb.12124] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Number Cited by Other Article(s)
1
Nestler S, Salditt M. Comparing type 1 and type 2 error rates of different tests for heterogeneous treatment effects. Behav Res Methods 2024:10.3758/s13428-024-02371-x. [PMID: 38509268 DOI: 10.3758/s13428-024-02371-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/13/2024] [Indexed: 03/22/2024]
2
Liu Z, Wang X. Model-based adaptive randomization procedures for heteroscedasticity of treatment responses. Stat Methods Med Res 2023;32:1361-1376. [PMID: 37165894 DOI: 10.1177/09622802231173050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
3
Zhang B, Heng S, Ye T, Small DS. Social distancing and COVID-19: Randomization inference for a structured dose-response relationship. Ann Appl Stat 2023. [DOI: 10.1214/22-aoas1613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
4
Zhang B, Mackay EJ, Baiocchi M. Statistical matching and subclassification with a continuous dose: Characterization, algorithm, and application to a health outcomes study. Ann Appl Stat 2023. [DOI: 10.1214/22-aoas1635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
5
Chén OY, Phan H, Cao H, Qian T, Nagels G, de Vos M. Probing potential priming: Defining, quantifying, and testing the causal priming effect using the potential outcomes framework. Front Psychol 2022;13:724498. [PMID: 36438320 PMCID: PMC9693796 DOI: 10.3389/fpsyg.2022.724498] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Accepted: 09/13/2022] [Indexed: 03/03/2024]  Open
6
Lee SY, Kim R, Rodgers J, Subramanian SV. Assessment of the predictive power of a causal variable: An application to the Head Start impact study. SSM Popul Health 2022;19:101223. [PMID: 36124257 PMCID: PMC9482140 DOI: 10.1016/j.ssmph.2022.101223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 08/17/2022] [Accepted: 08/30/2022] [Indexed: 12/02/2022]  Open
7
Dai M, Shen W, Stern HS. Nonparametric tests for treatment effect heterogeneity in observational studies. CAN J STAT 2022. [DOI: 10.1002/cjs.11728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
8
Lee SY, Kim R, Rodgers J, Subramanian SV. Assessment of heterogeneous Head Start treatment effects on cognitive and social-emotional outcomes. Sci Rep 2022;12:6411. [PMID: 35440710 PMCID: PMC9018838 DOI: 10.1038/s41598-022-10192-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Accepted: 03/28/2022] [Indexed: 12/02/2022]  Open
9
Chen A, Au TC. Robust causal inference for incremental return on ad spend with randomized paired geo experiments. Ann Appl Stat 2022. [DOI: 10.1214/21-aoas1493] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
10
Dai M, Stern HS. A U-statistic-based test of treatment effect heterogeneity. J Nonparametr Stat 2022. [DOI: 10.1080/10485252.2022.2025804] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
11
Li Z, Li X, Yi X, Li T, Huang X, Ren X, Ma T, Li K, Guo H, Chen S, Ma Y, Shang L, Song B, Hu D. Characteristics, Prognosis, and Competing Risk Nomograms of Cutaneous Malignant Melanoma: Evidence for Pigmentary Disorders. Front Oncol 2022;12:838840. [PMID: 35719966 PMCID: PMC9198425 DOI: 10.3389/fonc.2022.838840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Accepted: 04/08/2022] [Indexed: 11/13/2022]  Open
12
Lee SY, Kim R, Rodgers J, Subramanian S. Treatment effect heterogeneity in the head start impact study: A systematic review of study characteristics and findings. SSM Popul Health 2021;16:100916. [PMID: 34584935 PMCID: PMC8455360 DOI: 10.1016/j.ssmph.2021.100916] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 08/05/2021] [Accepted: 09/05/2021] [Indexed: 11/19/2022]  Open
13
Puelz D, Basse G, Feller A, Toulis P. A graph‐theoretic approach to randomization tests of causal effects under general interference. J R Stat Soc Series B Stat Methodol 2021. [DOI: 10.1111/rssb.12478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
14
Wang W, Xu J, Schwartz J, Baccarelli A, Liu Z. Causal mediation analysis with latent subgroups. Stat Med 2021;40:5628-5641. [PMID: 34263963 DOI: 10.1002/sim.9144] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 05/13/2021] [Accepted: 07/01/2021] [Indexed: 01/29/2023]
15
Branson Z, Shao S. Ridge rerandomization: An experimental design strategy in the presence of covariate collinearity. J Stat Plan Inference 2021. [DOI: 10.1016/j.jspi.2020.07.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
16
Wu J, Ding P. Randomization Tests for Weak Null Hypotheses in Randomized Experiments. J Am Stat Assoc 2020. [DOI: 10.1080/01621459.2020.1750415] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
17
Branson Z, Dasgupta T. Sampling‐based Randomised Designs for Causal Inference under the Potential Outcomes Framework. Int Stat Rev 2019. [DOI: 10.1111/insr.12339] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
18
Ding P, Keele L. Rank tests in unmatched clustered randomized trials applied to a study of teacher training. Ann Appl Stat 2018. [DOI: 10.1214/18-aoas1147] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
19
Fogarty CB. On mitigating the analytical limitations of finely stratified experiments. J R Stat Soc Series B Stat Methodol 2018. [DOI: 10.1111/rssb.12290] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
20
Ding P, Feller A, Miratrix L. Decomposing Treatment Effect Variation. J Am Stat Assoc 2018. [DOI: 10.1080/01621459.2017.1407322] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
21
An W, Ding Y. The Landscape of Causal Inference: Perspective From Citation Network Analysis. AM STAT 2018. [DOI: 10.1080/00031305.2017.1360794] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
22
Fay MP, Brittain EH, Shih JH, Follmann DA, Gabriel EE. Causal estimands and confidence intervals associated with Wilcoxon-Mann-Whitney tests in randomized experiments. Stat Med 2018;37:2923-2937. [PMID: 29774591 PMCID: PMC6373726 DOI: 10.1002/sim.7799] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Revised: 03/05/2018] [Accepted: 04/03/2018] [Indexed: 11/10/2022]
23
Ding P, Li F. Causal Inference: A Missing Data Perspective. Stat Sci 2018. [DOI: 10.1214/18-sts645] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
24
Ding P, Dasgupta T. A randomization-based perspective on analysis of variance: a test statistic robust to treatment effect heterogeneity. Biometrika 2017. [DOI: 10.1093/biomet/asx059] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]  Open
25
Ding P. A Paradox from Randomization-Based Causal Inference. Stat Sci 2017. [DOI: 10.1214/16-sts571] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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