Analyzing Censored Factor Models
Robust Censored Factor Model
Basic censored-factor data simulator
Kernel Censored Factor Model
Censored Factor Models Data Generation
Censored Factor Analysis via Principal Component (FanPC, pure R)
Incremental Censored Factor Model
PC2 for censored factor models (Top-2 principal components, pure R)
PPC2 for censored factor models (Top-2 principal components, pure R)
Weighted Censored Factor Model
Provides generation and estimation of censored factor models for high-dimensional data with censored errors (normal, t, logistic). Includes Sparse Orthogonal Principal Components (SOPC), and evaluation metrics. Based on Guo G. (2023) <doi:10.1007/s00180-022-01270-z>.