Shape-constrained semiparametric maximum likelihood for backward time under an accelerated failure time model

Individualized dynamic elastic-net model with B-spline approximation for high-dimensional and non-stationary time series data

A flexible framework for robust and efficient Mendelian randomization with debiasing

Abstract Mendelian randomization (MR) has been widely used to infer causal relationships between exposures and outcomes in epidemiological studies. However, classical MR assumptions can be violated when genetic variants are associated with outcomes through pathways other than the exposure, leading to uncorrelated and/o...

Robust Bayesian exceedance screening for count data

Rare-event screening in count data often concerns latent upper-tail risk rather than large observed counts alone. We develop a robust Bayesian procedure whose parameter-conditional tail functional is θi(ϑ)=Prϑ(Yirep>τi∣xi)\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \use...

A new family of distributions using the survival function: inference and applications to accelerated life and electronic data

A Matrix-Free Comparison Method for Convergence-Rate Bounds in Renewal Processes with Dependent Inter-Renewal Times

Convergence Analysis of Stochastic Accelerated Gradient Methods for Generalized Smooth Optimizations