发表于2024-08-19
Wavelets in Functional Data Analysis 2024 pdf epub mobi 电子书
图书标签: 统计 生物-生物数学 数学-数值分析 数学-小波分析 2018
Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and science. This book presents wavelets in functional data analysis, offering a glimpse of problems in which they can be applied, including tumor analysis, functional magnetic resonance and meteorological data. Starting with the Haar wavelet, the authors explore myriad families of wavelets and how they can be used. High-dimensional data visualization (using Andrews' plots), wavelet shrinkage (a simple, yet powerful, procedure for nonparametric models) and a selection of estimation and testing techniques (including a discussion on Stein’s Paradox) make this a highly valuable resource for graduate students and experienced researchers alike.
Wavelets in Functional Data Analysis 2024 pdf epub mobi 电子书