DTR: An R Package for Estimation and Comparison of Survival Outcomes of Dynamic Treatment
Author
Abstract
Suggested Citation
DOI: http://hdl.handle.net/10.18637/jss.v065.i07
Download full text from publisher
References listed on IDEAS
- P. W. Lavori & R. Dawson, 2000. "A design for testing clinical strategies: biased adaptive within‐subject randomization," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 163(1), pages 29-38.
- Wentao Feng & Abdus S. Wahed, 2008. "Supremum weighted log-rank test and sample size for comparing two-stage adaptive treatment strategies," Biometrika, Biometrika Trust, vol. 95(3), pages 695-707.
- Guo Xiang & Tsiatis Anastasios, 2005. "A Weighted Risk Set Estimator for Survival Distributions in Two-Stage Randomization Designs with Censored Survival Data," The International Journal of Biostatistics, De Gruyter, vol. 1(1), pages 1-17, May.
- Xinyu Tang & Abdus S. Wahed, 2011. "Comparison of treatment regimes with adjustment for auxiliary variables," Journal of Applied Statistics, Taylor & Francis Journals, vol. 38(12), pages 2925-2938, March.
- Jared K. Lunceford & Marie Davidian & Anastasios A. Tsiatis, 2002. "Estimation of Survival Distributions of Treatment Policies in Two-Stage Randomization Designs in Clinical Trials," Biometrics, The International Biometric Society, vol. 58(1), pages 48-57, March.
- Abdus S. Wahed & Anastasios A. Tsiatis, 2004. "Optimal Estimator for the Survival Distribution and Related Quantities for Treatment Policies in Two-Stage Randomization Designs in Clinical Trials," Biometrics, The International Biometric Society, vol. 60(1), pages 124-133, March.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Yasuhiro Hagiwara & Tomohiro Shinozaki & Hirofumi Mukai & Yutaka Matsuyama, 2021. "Sensitivity analysis for subsequent treatments in confirmatory oncology clinical trials: A two‐stage stochastic dynamic treatment regime approach," Biometrics, The International Biometric Society, vol. 77(2), pages 702-714, June.
- Chaffee Paul H. & van der Laan Mark J., 2012. "Targeted Maximum Likelihood Estimation for Dynamic Treatment Regimes in Sequentially Randomized Controlled Trials," The International Journal of Biostatistics, De Gruyter, vol. 8(1), pages 1-32, June.
- Xinyu Tang & Abdus S. Wahed, 2011. "Comparison of treatment regimes with adjustment for auxiliary variables," Journal of Applied Statistics, Taylor & Francis Journals, vol. 38(12), pages 2925-2938, March.
- Yuliya Lokhnygina & Jeffrey D. Helterbrand, 2007. "Cox Regression Methods for Two-Stage Randomization Designs," Biometrics, The International Biometric Society, vol. 63(2), pages 422-428, June.
- Xuelin Huang & Janice N. Cormier & Peter W. T. Pisters, 2006. "Estimation of the Causal Effects on Survival of Two-Stage Nonrandomized Treatment Sequences for Recurrent Diseases," Biometrics, The International Biometric Society, vol. 62(3), pages 901-909, September.
- Abdus S. Wahed, 2010. "Inference for two‐stage adaptive treatment strategies using mixture distributions," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 59(1), pages 1-18, January.
- Jin Wang & Donglin Zeng & D. Y. Lin, 2022. "Semiparametric single-index models for optimal treatment regimens with censored outcomes," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 28(4), pages 744-763, October.
- Stephens Alisa & Keele Luke & Joffe Marshall, 2016. "Generalized Structural Mean Models for Evaluating Depression as a Post-treatment Effect Modifier of a Jobs Training Intervention," Journal of Causal Inference, De Gruyter, vol. 4(2), pages 1-17, September.
- Bibhas Chakraborty & Eric B. Laber & Yingqi Zhao, 2013. "Inference for Optimal Dynamic Treatment Regimes Using an Adaptive m-Out-of-n Bootstrap Scheme," Biometrics, The International Biometric Society, vol. 69(3), pages 714-723, September.
- Yan‐Cheng Chao & Thomas M. Braun & Roy N. Tamura & Kelley M. Kidwell, 2020. "A Bayesian group sequential small n sequential multiple‐assignment randomized trial," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 69(3), pages 663-680, June.
- Lu Tian & Haoda Fu & Stephen J. Ruberg & Hajime Uno & Lee†Jen Wei, 2018. "Efficiency of two sample tests via the restricted mean survival time for analyzing event time observations," Biometrics, The International Biometric Society, vol. 74(2), pages 694-702, June.
- Stephens Alisa & Joffe Marshall & Keele Luke, 2016. "Generalized Structural Mean Models for Evaluating Depression as a Post-treatment Effect Modifier of a Jobs Training Intervention," Journal of Causal Inference, De Gruyter, vol. 4(2), pages 1, September.
- van der Laan Mark J., 2010. "Targeted Maximum Likelihood Based Causal Inference: Part I," The International Journal of Biostatistics, De Gruyter, vol. 6(2), pages 1-45, February.
- Neugebauer Romain & Schmittdiel Julie A. & Adams Alyce S. & Grant Richard W. & van der Laan Mark J., 2017. "Identification of the Joint Effect of a Dynamic Treatment Intervention and a Stochastic Monitoring Intervention Under the No Direct Effect Assumption," Journal of Causal Inference, De Gruyter, vol. 5(1), pages 1-44, March.
- Giorgos Bakoyannis, 2023. "Estimating optimal individualized treatment rules with multistate processes," Biometrics, The International Biometric Society, vol. 79(4), pages 2830-2842, December.
- David Benkeser & Keith Horvath & Cathy J. Reback & Joshua Rusow & Michael Hudgens, 2020. "Design and Analysis Considerations for a Sequentially Randomized HIV Prevention Trial," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 12(3), pages 446-467, December.
- Erica E. M. Moodie & Thomas S. Richardson & David A. Stephens, 2007. "Demystifying Optimal Dynamic Treatment Regimes," Biometrics, The International Biometric Society, vol. 63(2), pages 447-455, June.
- Brent A. Johnson & Heather Ribaudo & Roy M. Gulick & Joseph J. Eron Jr., 2013. "Modeling Clinical Endpoints as a Function of Time of Switch to Second-Line ART with Incomplete Data on Switching Times," Biometrics, The International Biometric Society, vol. 69(3), pages 732-740, September.
- Ying Liu & Yuanjia Wang & Donglin Zeng, 2017. "Sequential multiple assignment randomization trials with enrichment design," Biometrics, The International Biometric Society, vol. 73(2), pages 378-390, June.
- Kristin A. Linn & Eric B. Laber & Leonard A. Stefanski, 2017. "Interactive -Learning for Quantiles," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 112(518), pages 638-649, April.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:jss:jstsof:v:065:i07. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christopher F. Baum (email available below). General contact details of provider: http://www.jstatsoft.org/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.