Biostatistics
@biostatistics
Official twitter account of the journal Biostatistics. Co-Editors: @drizopoulos and @RhubbBstat
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Are you a @biostatistics author? ✍️ Reply with a 1-tweet summary of your paper, including a link. We’ll follow you & share it in our feed. Bonus points for graphics. 📊 New papers & old papers! 📄 We want to see them all, especially from students & early career researchers.
Work with Izzy Grabski describing model-based approach to cell-type identification with scRNA-Seq data now published in @biostatistics. We show limitations with approaches that rely on clustering and marker genes and ones based on blackbox ML algorithms. academic.oup.com/biostatistics/…
academic.oup.com
A probabilistic gene expression barcode for annotation of cell types from single-cell RNA-seq data
SUMMARY. Single-cell RNA sequencing (scRNA-seq) quantifies gene expression for individual cells in a sample, which allows distinct cell-type populations to
New in @biostatistics: Reassessing pharmacogenomic cell sensitivity with multilevel statistical models Matt Ploenzke, Rafael Irizarry doi.org/10.1093/biosta…
New in @biostatistics: Distributed Cox proportional hazards regression using summary-level information Dongdong Li, Wenbin Lu, Di Shu, Sengwee Toh, Rui Wang doi.org/10.1093/biosta…
New in @biostatistics: Semisupervised Calibration of Risk with Noisy Event Times (SCORNET) using electronic health record data Yuri Ahuja, Liang Liang, Doudou Zhou, Sicong Huang, Tianxi Cai doi.org/10.1093/biosta…
New in @biostatistics: Nonparametric causal mediation analysis for stochastic interventional (in)direct effects Nima Hejazi, Kara Rudolph, Mark van der Laan, Iván Díaz doi.org/10.1093/biosta…
our new mediation analysis paper is out in @biostatistics! flexible effects w/ stochastic interventions? ✅ intermediate confounders handled? ✅ efficient estimation w/ #machinelearning? ✅ fun work w/ @ildiazm @kara_rudolph, @mark_vdlaan #causalinference doi.org/10.1093/biosta…
New in @biostatistics: Separating and reintegrating latent variables to improve classification of genomic data Nora Yujia Payne, Johann Gagnon-Bartsch doi.org/10.1093/biosta…
New in @biostatistics: Estimation and false discovery control for the analysis of environmental mixtures Srijata Samanta, Joseph Antonelli doi.org/10.1093/biosta…
New in @biostatistics: A flexible Bayesian framework for individualized inference via adaptive borrowing Ziyu Ji, Julian Wolfson doi.org/10.1093/biosta…
New in @biostatistics: Causal inference for semi-competing risks data Daniel Nevo, Malka Gorfine doi.org/10.1093/biosta…
New in @biostatistics: Individual participant data meta-analysis with mixed-effects transformation models 🔓 Bálint Tamási, Michael Crowther, Milo Alan Puhan, Ewout Steyerberg, Torsten Hothorn doi.org/10.1093/biosta…
New in @biostatistics: Evaluating replicability in microbiome data 🔓 David Clausen, Amy Willis doi.org/10.1093/biosta…
New in @biostatistics: Integrated causal-predictive machine learning models for tropical cyclone epidemiology🔓 Rachel Nethery, Nina Katz-Christy, Marianthi-Anna Kioumourtzoglou, Robbie Parks, Andrea Schumacher, G Brooke Anderson doi.org/10.1093/biosta…
New in @biostatistics: Multivariate Bayesian spatio-temporal P-spline models to analyze crimes against women 🔓 Gonzalo Vicente, Tomás Goicoa, María Dolores Ugarte doi.org/10.1093/biosta…
New in @biostatistics: Two-Stage TMLE to reduce bias and improve efficiency in cluster randomized trials 🔓 Laura Balzer, Mark van der Laan, James Ayieko, Moses Kamya, Gabriel Chamie, Joshua Schwab, Diane Havlir, Maya Petersen doi.org/10.1093/biosta…
Our new paper @biostatistics is out: Causal inference for semi-competing risks data 📄: doi.org/10.1093/biosta… Joint work with @GorfineMalka #stattwitter #causaltwitter Short thread about the paper👇 1/10
New in @biostatistics: Two-phase stratified sampling and analysis for predicting binary outcomes Yaqi Cao, Sebastien Haneuse, Yingye Zheng, Jinbo Chen doi.org/10.1093/biosta…
New in @biostatistics: Overcoming the impacts of two-step batch effect correction on gene expression estimation and inference 🔓 Tenglong Li, Yuqing Zhang, Prasad Patil, W Evan Johnson doi.org/10.1093/biosta…
Looking for some light vacation reading? Two-Stage TMLE is officially published! Tackles differential missingness & adaptive adjustment for precision in cluster (group) randomized trials academic.oup.com/biostatistics/… #causalinference #missingdata #epitwitter #machinelearning #TMLE
After 10+yrs in the works, I'm THRILLED: "Two-Stage TMLE to Reduce Bias & Improve Efficiency in Cluster Randomized Trials" is finally here: arxiv.org/abs/2106.15737 #epitwitter #statstwitter #causalinference #machinelearning #DataScience #missingdata @UCBerkeleySPH @UCSF_HIVIDGM
New in @biostatistics: Joint frailty modeling of time-to-event data to elicit the evolution pathway of events: a generalized linear mixed model approach 🔓 Shu Kay Ng, Richard Tawiah, Geoffrey Mclachlan, Vinod Gopalan doi.org/10.1093/biosta…
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