Wavelets in Functional Data Analysis pdf epub mobi txt 电子书下载 2024

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springer

2017

9783319596235

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

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发表于2024-11-08

Wavelets in Functional Data Analysis epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Wavelets in Functional Data Analysis pdf epub mobi txt 电子书下载 2024

图书描述

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 下载 mobi epub pdf txt 电子书