Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference
1st ed. 2021
Book Details
AI Summary
Delivery Location
Delivery fee: Select location
This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. It specifically considers the canonical problems of detection and support estimation for sparse signals observed with noise. Novel phase-transition results are obtained for the signal support estimation problem under a variety of statistical risks. Based on a surprising connection to a concentration of maxima probabilistic phenomenon, the authors obtain a complete characterization of the exact support recovery problem for thresholding estimators under dependent errors.
Get Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference by at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer Nature Switzerland AG and it has pages.
Discover books you might love based on this title.
More in This Genre
Advanced Mathematical Modeling with Technology
Ksh 11,200.00
Discrete-Time Adaptive Iterative Learning Control
Ksh 19,800.00
Insurance, Biases, Discrimination and Fairness
Ksh 17,800.00
Optimization Techniques and their Applications to Mine Systems
Ksh 27,900.00
Defining Enterprise Data and Analytics Strategy
Ksh 6,850.00
Bayesian Adaptive Methods for Clinical Trials
Ksh 21,600.00
