Boonstra PS - Search Results

1

A simulation study of diagnostics for selection bias.

Boonstra PS, Little RJA, West BT, Andridge RR, Alvarado-Leiton F. Boonstra PS, et al. J Off Stat. 2021 Sep;37(3):751-769. doi: 10.2478/jos-2021-0033. Epub 2021 Sep 12. J Off Stat. 2021. PMID: 34566235 Free PMC article.

2

Propensity score-based diagnostics for categorical response regression models.

Boonstra PS, Bondarenko I, Park SK, Vokonas PS, Mukherjee B. Boonstra PS, et al. Stat Med. 2014 Feb 10;33(3):455-469. doi: 10.1002/sim.5940. Epub 2013 Aug 12. Stat Med. 2014. PMID: 23934948 Free PMC article.

3

Indices of non-ignorable selection bias for proportions estimated from non-probability samples.

Andridge RR, West BT, Little RJA, Boonstra PS, Alvarado-Leiton F. Andridge RR, et al. Among authors: boonstra ps. J R Stat Soc Ser C Appl Stat. 2019 Nov;68(5):1465-1483. doi: 10.1111/rssc.12371. Epub 2019 Aug 2. J R Stat Soc Ser C Appl Stat. 2019. PMID: 33304001 Free PMC article.

4

Measures of the Degree of Departure from Ignorable Sample Selection.

Little RJA, West BT, Boonstra PS, Hu J. Little RJA, et al. Among authors: boonstra ps. J Surv Stat Methodol. 2020 Nov;8(5):932-964. doi: 10.1093/jssam/smz023. Epub 2019 Aug 29. J Surv Stat Methodol. 2020. PMID: 33381610 Free PMC article.

5

ASSESSING SELECTION BIAS IN REGRESSION COEFFICIENTS ESTIMATED FROM NONPROBABILITY SAMPLES WITH APPLICATIONS TO GENETICS AND DEMOGRAPHIC SURVEYS.

West BT, Little RJ, Andridge RR, Boonstra PS, Ware EB, Pandit A, Alvarado-Leiton F. West BT, et al. Among authors: boonstra ps. Ann Appl Stat. 2021 Sep;15(3):1556-1581. doi: 10.1214/21-aoas1453. Epub 2021 Sep 23. Ann Appl Stat. 2021. PMID: 35237377 Free PMC article.

6

Utility based approach in individualized optimal dose selection using machine learning methods.

Li P, Taylor JMG, Boonstra PS, Lawrence TS, Schipper MJ. Li P, et al. Among authors: boonstra ps. Stat Med. 2022 Jul 20;41(16):2957-2977. doi: 10.1002/sim.9396. Epub 2022 Mar 28. Stat Med. 2022. PMID: 35343595 Free PMC article.

7

BAYESIAN SHRINKAGE METHODS FOR PARTIALLY OBSERVED DATA WITH MANY PREDICTORS.

Boonstra PS, Mukherjee B, Taylor JM. Boonstra PS, et al. Ann Appl Stat. 2013 Dec 1;7(4):2272-2292. doi: 10.1214/13-AOAS668. Ann Appl Stat. 2013. PMID: 24436727 Free PMC article.

8

Data-adaptive Shrinkage via the Hyperpenalized EM Algorithm.

Boonstra PS, Taylor JM, Mukherjee B. Boonstra PS, et al. Stat Biosci. 2015 Oct 1;7(2):417-431. doi: 10.1007/s12561-015-9132-x. Epub 2015 Jun 3. Stat Biosci. 2015. PMID: 26834856 Free PMC article.

9

Accounting for established predictors with the multistep elastic net.

Chase EC, Boonstra PS. Chase EC, et al. Among authors: boonstra ps. Stat Med. 2019 Oct 15;38(23):4534-4544. doi: 10.1002/sim.8313. Epub 2019 Jul 17. Stat Med. 2019. PMID: 31313344 Free PMC article.

10

Default Priors for the Intercept Parameter in Logistic Regressions.

Boonstra PS, Barbaro RP, Sen A. Boonstra PS, et al. Comput Stat Data Anal. 2019 May;133:245-256. doi: 10.1016/j.csda.2018.10.014. Epub 2018 Nov 5. Comput Stat Data Anal. 2019. PMID: 31530966 Free PMC article.

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