Nonparametric Identification of Latent Dimension under Heavy-Tailed and Mixed-Signals

Chetkar Jha

Principal component analysis and factor analysis are foundational to the study of high-dimensional data, yet their efficacy depends entirely on correctly identifying the latent dim…