220 related articles for article (PubMed ID: 36263918)
1. Flexible propensity score estimation strategies for clustered data in observational studies.
Chang TH; Nguyen TQ; Lee Y; Jackson JW; Stuart EA
Stat Med; 2022 Nov; 41(25):5016-5032. PubMed ID: 36263918
[TBL] [Abstract][Full Text] [Related]
2. Parametric and nonparametric propensity score estimation in multilevel observational studies.
Salditt M; Nestler S
Stat Med; 2023 Oct; 42(23):4147-4176. PubMed ID: 37532119
[TBL] [Abstract][Full Text] [Related]
3. Improving propensity score weighting using machine learning.
Lee BK; Lessler J; Stuart EA
Stat Med; 2010 Feb; 29(3):337-46. PubMed ID: 19960510
[TBL] [Abstract][Full Text] [Related]
4. Tuning Random Forests for Causal Inference under Cluster-Level Unmeasured Confounding.
Suk Y; Kang H
Multivariate Behav Res; 2023; 58(2):408-440. PubMed ID: 35103508
[TBL] [Abstract][Full Text] [Related]
5. A comparison of confounder selection and adjustment methods for estimating causal effects using large healthcare databases.
Benasseur I; Talbot D; Durand M; Holbrook A; Matteau A; Potter BJ; Renoux C; Schnitzer ME; Tarride JÉ; Guertin JR
Pharmacoepidemiol Drug Saf; 2022 Apr; 31(4):424-433. PubMed ID: 34953160
[TBL] [Abstract][Full Text] [Related]
6. Estimation of causal effects of multiple treatments in observational studies with a binary outcome.
Hu L; Gu C; Lopez M; Ji J; Wisnivesky J
Stat Methods Med Res; 2020 Nov; 29(11):3218-3234. PubMed ID: 32450775
[TBL] [Abstract][Full Text] [Related]
7. Assessment of the E-value in the presence of bias amplification: a simulation study.
Barrette E; Higuera L; Wherry K
BMC Med Res Methodol; 2024 Mar; 24(1):79. PubMed ID: 38539082
[TBL] [Abstract][Full Text] [Related]
8. Should a propensity score model be super? The utility of ensemble procedures for causal adjustment.
Alam S; Moodie EEM; Stephens DA
Stat Med; 2019 Apr; 38(9):1690-1702. PubMed ID: 30586681
[TBL] [Abstract][Full Text] [Related]
9. An overview of propensity score matching methods for clustered data.
Langworthy B; Wu Y; Wang M
Stat Methods Med Res; 2023 Apr; 32(4):641-655. PubMed ID: 36426585
[TBL] [Abstract][Full Text] [Related]
10. Propensity score methods for time-dependent cluster confounding.
Cafri G; Austin PC
Biom J; 2020 Oct; 62(6):1443-1462. PubMed ID: 32419247
[TBL] [Abstract][Full Text] [Related]
11. Comparing g-computation, propensity score-based weighting, and targeted maximum likelihood estimation for analyzing externally controlled trials with both measured and unmeasured confounders: a simulation study.
Ren J; Cislo P; Cappelleri JC; Hlavacek P; DiBonaventura M
BMC Med Res Methodol; 2023 Jan; 23(1):18. PubMed ID: 36647031
[TBL] [Abstract][Full Text] [Related]
12. Assessing causal treatment effect estimation when using large observational datasets.
John ER; Abrams KR; Brightling CE; Sheehan NA
BMC Med Res Methodol; 2019 Nov; 19(1):207. PubMed ID: 31726969
[TBL] [Abstract][Full Text] [Related]
13. [How to adjust confounders in studies on observational comparative effectiveness: (3) approaches on sensitivity analysis for confounder adjustment].
Huang LL; Zhao Y; Wei YY; Chen F
Zhonghua Liu Xing Bing Xue Za Zhi; 2019 Dec; 40(12):1645-1649. PubMed ID: 32062931
[TBL] [Abstract][Full Text] [Related]
14. The role of prediction modeling in propensity score estimation: an evaluation of logistic regression, bCART, and the covariate-balancing propensity score.
Wyss R; Ellis AR; Brookhart MA; Girman CJ; Jonsson Funk M; LoCasale R; Stürmer T
Am J Epidemiol; 2014 Sep; 180(6):645-55. PubMed ID: 25143475
[TBL] [Abstract][Full Text] [Related]
15. Comparing the performance of propensity score methods in healthcare database studies with rare outcomes.
Franklin JM; Eddings W; Austin PC; Stuart EA; Schneeweiss S
Stat Med; 2017 May; 36(12):1946-1963. PubMed ID: 28208229
[TBL] [Abstract][Full Text] [Related]
16. The impact of moderator by confounder interactions in the assessment of treatment effect modification: a simulation study.
Marsden AM; Dixon WG; Dunn G; Emsley R
BMC Med Res Methodol; 2022 Apr; 22(1):88. PubMed ID: 35369866
[TBL] [Abstract][Full Text] [Related]
17. Folic acid supplementation and malaria susceptibility and severity among people taking antifolate antimalarial drugs in endemic areas.
Crider K; Williams J; Qi YP; Gutman J; Yeung L; Mai C; Finkelstain J; Mehta S; Pons-Duran C; Menéndez C; Moraleda C; Rogers L; Daniels K; Green P
Cochrane Database Syst Rev; 2022 Feb; 2(2022):. PubMed ID: 36321557
[TBL] [Abstract][Full Text] [Related]
18. Adjustment for unmeasured confounding through informative priors for the confounder-outcome relation.
Groenwold RHH; Shofty I; Miočević M; van Smeden M; Klugkist I
BMC Med Res Methodol; 2018 Dec; 18(1):174. PubMed ID: 30577773
[TBL] [Abstract][Full Text] [Related]
19. Propensity score methods for observational studies with clustered data: A review.
Chang TH; Stuart EA
Stat Med; 2022 Aug; 41(18):3612-3626. PubMed ID: 35603766
[TBL] [Abstract][Full Text] [Related]
20. Evaluating the impact of unmeasured confounding with internal validation data: an example cost evaluation in type 2 diabetes.
Faries D; Peng X; Pawaskar M; Price K; Stamey JD; Seaman JW
Value Health; 2013; 16(2):259-66. PubMed ID: 23538177
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]