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- W143531921 abstract "High-dimensional data appear in many fields, and their analysis has become increasingly important in modern statistics. However, it has long been observed that several well-known methods in multivariate analysis become inefficient, or even misleading, when the data dimension p is larger than, say, several tens. A seminal example is the well-known inefficiency of Hotelling's T2-test in such cases. This example shows that classical large sample limits may no longer hold for high-dimensional data; statisticians must seek new limiting theorems in these instances. Thus, the theory of random matrices (RMT) serves as a much-needed and welcome alternative framework. Based on the authors' own research, this book provides a firsthand introduction to new high-dimensional statistical methods derived from RMT. The book begins with a detailed introduction to useful tools from RMT, and then presents a series of high-dimensional problems with solutions provided by RMT methods." @default.
- W143531921 created "2016-06-24" @default.
- W143531921 creator A5016886722 @default.
- W143531921 creator A5058289590 @default.
- W143531921 creator A5067546362 @default.
- W143531921 date "2015-03-26" @default.
- W143531921 modified "2023-10-14" @default.
- W143531921 title "Large Sample Covariance Matrices and High-Dimensional Data Analysis" @default.
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