11 citations · 35 across the 21 of their papers we have counts for
28 papers
Variable Selection for Infectious Disease Transmission via Penalized Pairwise Accelerated Failure Time Models
Jeongjin Lee, Patrick M. Schnell, Grzegorz A. Rempala +1
In infectious disease transmission, regression and variable selection for time-to-event outcomes are complicated by transmission-induced dependence that violates standard independe…
A Counterfactual Framework for Estimating Infectious Disease Prevalence under Repeated Testing with Symptomatic and Contact-Tracing Components
Jeongjin Lee, Junke Yang, Grzegorz A. Rempala +1
This paper addresses the problem of estimating infectious disease prevalence under longitudinal testing programs that include scheduled, symptomatic, and contact-tracing testing. O…
Kalman Filtering and Smoothing for Improving Precision in Horvitz--Thompson Estimation of Infectious Disease Prevalence
Jeongjin Lee, Grzegorz A. Rempala, Patrick M. Schnell
Horvitz--Thompson (HT) estimators can provide unbiased daily estimates of infectious disease prevalence under repeated surveillance by correcting for nonrandom testing induced by s…
Simultaneous confidence bands for cumulative hazard via exchangeable bootstrap and box calibration
Min Lin, Grzegorz Rempala, Eben Kenah +1
Resampling-based simultaneous confidence bands for cumulative hazard functions often undercover in finite samples with right censoring. We study two aspects of the construction tha…
Inference for stochastic reaction networks via logistic regression
Boseung Choi, Hey-Won Kang, Grzegorz A. Rempala
Identifying network structure and inferring parameters are central challenges in modeling chemical reaction networks. In this study, we propose likelihood-based methods grounded in…
Overcoming Repeated Testing Schedule Bias in Estimates of Disease Prevalence
Patrick M. Schnell, Matthew Wascher, Grzegorz A. Rempala
During the COVID-19 pandemic, many institutions such as universities and workplaces implemented testing regimens with every member of some population tested longitudinally, and tho…