Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:Introduction To High-Dimensional StatisticsISBN13:9780367716226ISBN10:0367716224Author:Giraud, Christophe (Author)Description:Introduction To High-Dimensional Statistics, Second Edition Preserves The Philosophy Of The First Edition: To Be A Concise Guide For Students And Researchers Discovering The Area And Interested In The Mathematics Involved The Main Concepts And Ideas Are Presented In Simple Settings, Avoiding Thereby Unessential Technicalities High-Dimensional Statistics Is A Fast-Evolving Field And Much Progress Has Been Made On A Large Variety Of Topics, Providing New Insights And Methods Offering A Succinct Presentation Of The Mathematical Foundations Of High-Dimensional Statistics, This New Edition Features: Revised Chapters From The Previous Edition, With The Inclusion Of Many Additional Materials On Some Important Topics, Including Compress Sensing, Estimation With Convex Constraints, The Slope Estimator, Simultaneously Low Rank And Row Sparse Linear Regression, Or Aggregation Of A Continuous Set Of Estimators Three New Chapters On Iterative Algorithms, Clustering And Minimax Lower Bounds Enhanced Appendices, Minimax Lower-Bounds Mainly With The Addition Of Davis-Kahan Perturbation Bound And Of Two Simple Versions Of Hanson-Wright Concentration Inequality Covers Cutting-Edge Statistical Methods Including Model Selection, Sparsity And The Lasso, Iterative Hard Thresholding, Aggregation, Support Vector Machines And Learning Theory Provides Detailed Exercises At The End Of Every Chapter With Collaborative Solutions On A Wikisite Illustrates Concepts With Simple But Clear Practical Examples Binding:Hardcover, HardcoverPublisher:CRC PressPublication Date:2021-08-13Weight:0 lbsDimensions:Number of Pages:368Language:English
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Item Length: 9.2in
Item Width: 6.1in
Author: Christophe Giraud
Publication Name: Introduction to High-Dimensional Statistics
Format: Hardcover
Language: English
Publisher: CRC Press LLC
Series: Chapman and Hall/Crc Monographs ON Statistics and Applied Probability Ser.
Publication Year: 2021
Type: Textbook
Item Weight: 24.8 Oz
Number of Pages: 346 Pages
