130 related articles for article (PubMed ID: 33072236)
1. A SEMIPARAMETRIC MODELING APPROACH USING BAYESIAN ADDITIVE REGRESSION TREES WITH AN APPLICATION TO EVALUATE HETEROGENEOUS TREATMENT EFFECTS.
Zeldow B; Lo Re V; Roy J
Ann Appl Stat; 2019 Sep; 13(3):1989-2010. PubMed ID: 33072236
[TBL] [Abstract][Full Text] [Related]
2. Semiparametric analysis of clustered interval-censored survival data using soft Bayesian additive regression trees (SBART).
Basak P; Linero A; Sinha D; Lipsitz S
Biometrics; 2022 Sep; 78(3):880-893. PubMed ID: 33864633
[TBL] [Abstract][Full Text] [Related]
3. Bayesian additive regression trees and the General BART model.
Tan YV; Roy J
Stat Med; 2019 Nov; 38(25):5048-5069. PubMed ID: 31460678
[TBL] [Abstract][Full Text] [Related]
4. Nonparametric failure time: Time-to-event machine learning with heteroskedastic Bayesian additive regression trees and low information omnibus Dirichlet process mixtures.
Sparapani RA; Logan BR; Maiers MJ; Laud PW; McCulloch RE
Biometrics; 2023 Dec; 79(4):3023-3037. PubMed ID: 36932826
[TBL] [Abstract][Full Text] [Related]
5. Bayesian Additive Regression Trees using Bayesian Model Averaging.
Hernández B; Raftery AE; Pennington SR; Parnell AC
Stat Comput; 2018 Jul; 28(4):869-890. PubMed ID: 30449953
[TBL] [Abstract][Full Text] [Related]
6. Bayesian Additive Regression Trees (BART) with covariate adjusted borrowing in subgroup analyses.
Pan J; Bunn V; Hupf B; Lin J
J Biopharm Stat; 2022 Jul; 32(4):613-626. PubMed ID: 35737650
[TBL] [Abstract][Full Text] [Related]
7. Decision making and uncertainty quantification for individualized treatments using Bayesian Additive Regression Trees.
Logan BR; Sparapani R; McCulloch RE; Laud PW
Stat Methods Med Res; 2019 Apr; 28(4):1079-1093. PubMed ID: 29254443
[TBL] [Abstract][Full Text] [Related]
8. A Semiparametric Bayesian Approach to Dropout in Longitudinal Studies with Auxiliary Covariates.
Zhou T; Daniels MJ; Müller P
J Comput Graph Stat; 2020; 29(1):1-12. PubMed ID: 33013150
[TBL] [Abstract][Full Text] [Related]
9. A Bayesian nonparametric approach to causal inference on quantiles.
Xu D; Daniels MJ; Winterstein AG
Biometrics; 2018 Sep; 74(3):986-996. PubMed ID: 29478267
[TBL] [Abstract][Full Text] [Related]
10. Application of Bayesian Additive Regression Trees for Estimating Daily Concentrations of PM
Zhang T; Geng G; Liu Y; Chang HH
Atmosphere (Basel); 2020 Nov; 11(11):. PubMed ID: 34322279
[TBL] [Abstract][Full Text] [Related]
11. Genome-wide prediction using Bayesian additive regression trees.
Waldmann P
Genet Sel Evol; 2016 Jun; 48(1):42. PubMed ID: 27286957
[TBL] [Abstract][Full Text] [Related]
12. Bayesian additive regression trees for multivariate skewed responses.
Um S; Linero AR; Sinha D; Bandyopadhyay D
Stat Med; 2023 Feb; 42(3):246-263. PubMed ID: 36433639
[TBL] [Abstract][Full Text] [Related]
13. Stan and BART for Causal Inference: Estimating Heterogeneous Treatment Effects Using the Power of Stan and the Flexibility of Machine Learning.
Dorie V; Perrett G; Hill JL; Goodrich B
Entropy (Basel); 2022 Dec; 24(12):. PubMed ID: 36554187
[TBL] [Abstract][Full Text] [Related]
14. Multinomial probit Bayesian additive regression trees.
Kindo BP; Wang H; Peña EA
Stat (Int Stat Inst); 2016; 5(1):119-131. PubMed ID: 27330743
[TBL] [Abstract][Full Text] [Related]
15. Flexible Bayesian semiparametric mixed-effects model for skewed longitudinal data.
Ferede MM; Dagne GA; Mwalili SM; Bilchut WH; Engida HA; Karanja SM
BMC Med Res Methodol; 2024 Mar; 24(1):56. PubMed ID: 38429729
[TBL] [Abstract][Full Text] [Related]
16. Joint semiparametric kernel network regression.
Kim BJ; Kim I
Stat Med; 2023 Dec; 42(28):5247-5265. PubMed ID: 37724619
[TBL] [Abstract][Full Text] [Related]
17. Metalearners for estimating heterogeneous treatment effects using machine learning.
Künzel SR; Sekhon JS; Bickel PJ; Yu B
Proc Natl Acad Sci U S A; 2019 Mar; 116(10):4156-4165. PubMed ID: 30770453
[TBL] [Abstract][Full Text] [Related]
18. A Bayesian nonparametric approach to marginal structural models for point treatments and a continuous or survival outcome.
Roy J; Lum KJ; Daniels MJ
Biostatistics; 2017 Jan; 18(1):32-47. PubMed ID: 27345532
[TBL] [Abstract][Full Text] [Related]
19. Dynamic Treatment Regimes Using Bayesian Additive Regression Trees for Censored Outcomes.
Li X; Logan BR; Hossain SMF; Moodie EEM
Lifetime Data Anal; 2024 Jan; 30(1):181-212. PubMed ID: 37659991
[TBL] [Abstract][Full Text] [Related]
20. A new method for clustered survival data: Estimation of treatment effect heterogeneity and variable selection.
Hu L
Biom J; 2024 Jan; 66(1):e2200178. PubMed ID: 38072661
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
