Recent publications on Biostatistics

Williamson BD, Huang Y Flexible variable selection in the presence of missing data 2024 Nov;20(2):347-359. doi: 10.1515/ijb-2023-0059. Epub 2024-02-13. PubMed

Raman SR, Hammill BG, Shaw PA, Lee H, Toh S, Connolly JG, Dandreo KJ, Nalawade V, Tian F, Liu W, Li J, Hernández-Muñoz JJ, Glynn RJ, Desai RJ, Weberpals J Analyzing missingness patterns in real-world data using the SMDI toolkit: application to a linked EHR-claims pharmacoepidemiology study 2024 Oct 19;24(1):246. doi: 10.1186/s12874-024-02330-2. Epub 2024-10-19. PubMed

Wolock CJ, Williamson BD, Shortreed SM, Simon GE, Coleman KJ, Yeargans R, Ahmedani BK, Daida Y, Lynch FL, Rossom RC, Ziebell RA, Cruz M, Wellman RD, Coley RY Importance of variables from different time frames for predicting self-harm using health system data 2024 Sep 20 doi: 10.1101/2024.04.29.24306260. Epub 2024-09-20. PubMed

Denoble AE, Vazquez-Benitez G, Sheth SS, Ackerman-Banks CM, DeSilva MB, Zhu J, Daley MF, Getahun D, Klein NP, Vesco KK, Irving SA, Nelson J, Williams JTB, Hambidge SJ, Donahue JG, Weintraub ES, Kharbanda EO, Lipkind HS Coronavirus Disease 2019 (COVID-19) Vaccination and Stillbirth in the Vaccine Safety Datalink 2024 Aug;144(2):215-222. doi: 10.1097/AOG.0000000000005632. Epub 2024-06-06. PubMed

Williamson BD, Coley RY, Hsu C, McCracken CE, Cook AJ Considerations for Subgroup Analyses in Cluster-Randomized Trials Based on Aggregated Individual-Level Predictors 2024 Jul;25(Suppl 3):421-432. doi: 10.1007/s11121-023-01606-1. Epub 2023-10-28. PubMed

Moodie EEM, Bian Z, Coulombe J, Lian Y, Yang AY, Shortreed SM Variable selection in high dimensions for discrete-outcome individualized treatment rules: Reducing severity of depression symptoms 2024 Jul;25(3):633-647. doi: 10.1093/biostatistics/kxad022. Epub 2023-08-31. PubMed

Lotspeich SC, Amorim GGC, Shaw PA, Tao R, Shepherd BE Optimal multiwave validation of secondary use data with outcome and exposure misclassification 2024 Jun;52(2):532-554. doi: 10.1002/cjs.11772. Epub 2023-03-31. PubMed

Weberpals J, Raman SR, Shaw PA, Lee H, Russo M, Hammill BG, Toh S, Connolly JG, Dandreo KJ, Tian F, Liu W, Li J, Hernández-Muñoz JJ, Glynn RJ, Desai RJ A Principled Approach to Characterize and Analyze Partially Observed Confounder Data from Electronic Health Records 2024 May 21;16:329-343. doi: 10.2147/CLEP.S436131. Epub 2024-05-21. PubMed

Boe LA, Lumley T, Shaw PA Practical considerations for sandwich variance estimation in two-stage regression settings 2024 May 7;193(5):798-810. doi: 10.1093/aje/kwad234. Epub 2023-11-27. PubMed

Liu M, Su YR, Liu Y, Hsu L, He Q Structured testing of genetic association with mixed clinical outcomes 2024 Apr 12 doi: 10.1002/gepi.22560. Epub 2024-04-12. PubMed