Approaches to High-Dimensional Covariance and Precision Matrix Estimations

The factor pricing model is explained, which is one of the most fundamental results in finance and elucidates estimating risks of large portfolios and large panel test of factor pricing models, and the recent developments of efficient estimations in panel data models.