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Large Covariance and Autocovariance Matrices

By Monika Bhattacharjee

Large Covariance and Autocovariance Matrices Mathematics

Large Covariance and Autocovariance Matrices

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Description
The material will be based on very recent advances in the theory and application of large covariance and autocovariance matrices. Technologies and methods in medical sciences, image processing, and other fields generate data where the dimension is large compared to the sample size and may also increase as the next set of measurements become available. Theoretical and practical study of such type of data has attracted recent attention of researchers since most of the methods in finite dimensional set up do not work in these cases, even asymptotically. This book will be mainly focused on the topics in high-dimensional situations.
Product details
Edition:
1
Number of Pages:
298
Release Date:
2018-07-03
Publication Date:
2018-07-03
Publisher:
Chapman and Hall/CRC
Languages:
Original: English
ISBN10:
1138303860
ISBN13:
9781138303867
GPSR Manufacturer Reference:
[email protected]
Weight:
614 g
Height:
161 cm
Width:
240 cm
Thickness:
21 cm
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