Statistical Inference for Covariate-Adjusted and Interpretable Generalized Factor Model with Application to Testing Fairness

J Ouyang, C Cui, KM Tan, G Xu - arXiv preprint arXiv:2404.16745, 2024 - arxiv.org
In the era of data explosion, statisticians have been developing interpretable and
computationally efficient statistical methods to measure latent factors (eg, skills, abilities, and …

Interpretable Latent Variable Models: Identifiability, Estimation, and Inference

J Ouyang - 2024 - deepblue.lib.umich.edu
Latent variable models play an increasingly crucial role in modern statistics and machine
learning for analyzing large-scale and complex-structured data, with wide-ranging …