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math.ST2025
TransPCA for Large-dimensional Factor Analysis with Weak Factors: Power Enhancement via Knowledge Transfer
Yong He, Dong Liu, Yunjing Sun +1
Early work established convergence of the principal component estimators of the factors and loadings up to a rotation for large dimensional approximate factor models with weak fact…
stat.ME2025
Factor Modelling for Biclustering Large-dimensional Matrix-valued Time Series
Yong He, Xiaoyang Ma, Xingheng Wang +1
A novel unsupervised learning method is proposed in this paper for biclustering large-dimensional matrix-valued time series based on an entirely new latent two-way factor structure…