3 papers
stat.ME2026
Effect-Wise Inference for Smoothing Spline ANOVA on Tensor-Product Sobolev Space
Youngjin Cho, Meimei Liu
Functional ANOVA provides a nonparametric modeling framework for multivariate covariates, enabling flexible estimation and interpretation of effect functions such as main effects a…
stat.ME2025
An Accurate Computational Approach for Partial Likelihood Using Poisson-Binomial Distributions
Youngjin Cho, Yili Hong, Pang Du
In a Cox model, the partial likelihood, as the product of a series of conditional probabilities, is used to estimate the regression coefficients. In practice, those conditional pro…
stat.ME2024
Reliability Study of Battery Lives: A Functional Degradation Analysis Approach
Youngjin Cho, Quyen Do, Pang Du +1
Renewable energy is critical for combating climate change, whose first step is the storage of electricity generated from renewable energy sources. Li-ion batteries are a popular ki…