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
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
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
Weberpals J, Raman SR, Shaw PA, Lee H, Hammill BG, Toh S, Connolly JG, Dandreo KJ, Tian F, Liu W, Li J, Hernández-Muñoz JJ, Glynn RJ, Desai RJ smdi: an R package to perform structural missing data investigations on partially observed confounders in real-world evidence studies 2024 Apr;7(1):ooae008. doi: 10.1093/jamiaopen/ooae008. Epub 2024-01-31. PubMed
Cruz M, Wei A, Hardin J, Radunskaya A. Long-term averages of the stochastic logistic map. J Differ Equ Appl.1-29. https://doi.org/10.1080/10236198.2024.2316379. PubMed
Bian Z, Moodie EEM, Shortreed SM, Lambert SD, Bhatnagar S Variable selection for individualised treatment rules with discrete outcomes 2024 Mar;73(2):298-313. doi: 10.1093/jrsssc/qlad096. Epub 2023-11-02. PubMed
Duan R, Liang CJ, Shaw PA, Tang CY, Chen Y Testing the missing at random assumption in generalized linear models in the presence of instrumental variables 2024 Mar;51(1):334-354. doi: 10.1111/sjos.12685. Epub 2023-08-07. PubMed
