Search Results for author: Lingli Yang

Found 2 papers, 0 papers with code

On the Confidence Intervals in Bioequivalence Studies

no code implementations11 Jun 2023 Kexuan Li, Susie Sinks, Peng Sun, Lingli Yang

A bioequivalence study is a type of clinical trial designed to compare the biological equivalence of two different formulations of a drug.

Deep Feature Screening: Feature Selection for Ultra High-Dimensional Data via Deep Neural Networks

no code implementations4 Apr 2022 Kexuan Li, Fangfang Wang, Lingli Yang, Ruiqi Liu

The applications of traditional statistical feature selection methods to high-dimension, low sample-size data often struggle and encounter challenging problems, such as overfitting, curse of dimensionality, computational infeasibility, and strong model assumption.

feature selection

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