Recent publications on Biostatistics
Putt ME, Shaw PA. Proceedings of the University of Pennsylvania 16th annual conference on statistical issues in clinical trials: Optimizing dose selection across the clinical trials spectrum. Clin Trials. 2025 Jun 10:17407745251346836. doi: 10.1177/17407745251346836. Online ahead of print. 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. BMC Med Res Methodol. 2024;24(1):246. doi: 10.1186/s12874-024-02330-2. 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. medRxiv [Preprint]. 2024:2024.04.29.24306260. doi: 10.1101/2024.04.29.24306260. 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. JAMIA Open. 2024 Jan 31;7(1):ooae008. doi: 10.1093/jamiaopen/ooae008. eCollection 2024. PubMed
Wyss R, van der Laan M, Gruber S, Shi X, Lee H, Dutcher SK, Nelson JC, Toh S, Russo M, Wang SV, Desai RJ, Lin KJ. Targeted learning with an undersmoothed lasso propensity score model for large-scale covariate adjustment in healthcare database studies. Am J Epidemiol. 2024 Mar 21:kwae023. doi: 10.1093/aje/kwae023. [Epub ahead of print]. 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. J R Stat Soc Ser C Appl Stat. 2023 Nov 2;73(2):298-313. doi: 10.1093/jrsssc/qlad096. eCollection 2024. PubMed
Williamson BD, Huang Y. Flexible variable selection in the presence of missing data. Int J Biostat. 2024 Feb 13. doi: 10.1515/ijb-2023-0059. [Epub ahead of print]. PubMed
Desai RJ, Wang SV, Sreedhara SK, Zabotka L, Khosrow-Khavar F, Nelson JC, Shi X, Toh S, Wyss R, Patorno E, Dutcher S, Li J, Lee H, Ball R, Dal Pan G, Segal JB, Suissa S, Rothman KJ, Greenland S, Hernán MA, Heagerty PJ, Schneeweiss S. A PRocess guide for INferential studies using secondary data from routine ClinIcal Practice to evaLuate causal Effects of Drugs (PRINCIPLED): A report from the FDA Sentinel Innovation Center. BMJ. 2024 Feb 12:384:e076460. doi: 10.1136/bmj-2023-076460. PubMed
Amorim G, Tao R, Lotspeich S, Shaw PA, Lumley T, Patel RC, Shepherd BE. Three-phase generalized raking and multiple imputation estimators to address error-prone data. Stat Med. 2024;43(2):379-394. doi: 10.1002/sim.9967. Epub 2023 Nov 21. PubMed
