Carone M - Search Results

1

Propensity score estimators for the average treatment effect and the average treatment effect on the treated may yield very different estimates.

Pirracchio R, Carone M, Rigon MR, Caruana E, Mebazaa A, Chevret S. Pirracchio R, et al. Among authors: carone m. Stat Methods Med Res. 2016 Oct;25(5):1938-1954. doi: 10.1177/0962280213507034. Epub 2013 Nov 6. Stat Methods Med Res. 2016. PMID: 24201469

2

The Balance Super Learner: A robust adaptation of the Super Learner to improve estimation of the average treatment effect in the treated based on propensity score matching.

Pirracchio R, Carone M. Pirracchio R, et al. Among authors: carone m. Stat Methods Med Res. 2018 Aug;27(8):2504-2518. doi: 10.1177/0962280216682055. Epub 2016 Dec 15. Stat Methods Med Res. 2018. PMID: 28339317

3

Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study.

Pirracchio R, Petersen ML, Carone M, Rigon MR, Chevret S, van der Laan MJ. Pirracchio R, et al. Among authors: carone m. Lancet Respir Med. 2015 Jan;3(1):42-52. doi: 10.1016/S2213-2600(14)70239-5. Epub 2014 Nov 24. Lancet Respir Med. 2015. PMID: 25466337 Free PMC article.

4

Optimal individualized decision rules using instrumental variable methods.

Qiu H, Carone M, Sadikova E, Petukhova M, Kessler RC, Luedtke A. Qiu H, et al. Among authors: carone m. J Am Stat Assoc. 2021;116(533):174-191. doi: 10.1080/01621459.2020.1745814. Epub 2020 May 12. J Am Stat Assoc. 2021. PMID: 33731969 Free PMC article.

5

Discussion of "Deductive derivation and turing-computerization of semiparametric efficient estimation" by Frangakis et al.

Luedtke AR, Carone M, van der Laan MJ. Luedtke AR, et al. Among authors: carone m. Biometrics. 2015 Dec;71(4):875-9. doi: 10.1111/biom.12363. Epub 2015 Aug 3. Biometrics. 2015. PMID: 26243187 Free PMC article. No abstract available.

6

Correcting an estimator of a multivariate monotone function with isotonic regression.

Westling T, van der Laan MJ, Carone M. Westling T, et al. Among authors: carone m. Electron J Stat. 2020;14(2):3032-3069. doi: 10.1214/20-ejs1740. Epub 2020 Aug 15. Electron J Stat. 2020. PMID: 33981382 Free PMC article.

7

An omnibus non-parametric test of equality in distribution for unknown functions.

Luedtke AR, Carone M, van der Laan MJ. Luedtke AR, et al. Among authors: carone m. J R Stat Soc Series B Stat Methodol. 2019 Feb;81(1):75-99. doi: 10.1111/rssb.12299. Epub 2018 Nov 2. J R Stat Soc Series B Stat Methodol. 2019. PMID: 31024219 Free PMC article.

8

Toward computerized efficient estimation in infinite-dimensional models.

Carone M, Luedtke AR, van der Laan MJ. Carone M, et al. J Am Stat Assoc. 2019;114(527):1174-1190. doi: 10.1080/01621459.2018.1482752. Epub 2018 Sep 13. J Am Stat Assoc. 2019. PMID: 32405108 Free PMC article.

9

Second-Order Inference for the Mean of a Variable Missing at Random.

Díaz I, Carone M, van der Laan MJ. Díaz I, et al. Among authors: carone m. Int J Biostat. 2016 May 1;12(1):333-49. doi: 10.1515/ijb-2015-0031. Int J Biostat. 2016. PMID: 27227727 Free article.

10

Improved estimation of the cumulative incidence of rare outcomes.

Benkeser D, Carone M, Gilbert PB. Benkeser D, et al. Among authors: carone m. Stat Med. 2018 Jan 30;37(2):280-293. doi: 10.1002/sim.7337. Epub 2017 Jul 2. Stat Med. 2018. PMID: 28670687 Free PMC article.

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