دانلود کتاب Wavelets in Functional Data Analysis

Name: Wavelets in Functional Data Analysis
Availability: InStock
Author: Pedro A. Morettin
ISBN: 9783319596228, 9783319596235

by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic/

عنوان فارسی: موجها در تجزیه و تحلیل داده های عملکردی
ناشر: Springer International Publishing
سال: 2017
ویرایش: 1
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): VIII, 106-
شابک: 9783319596228, 9783319596235
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 4.28 مگابایت

گزارش تخلف

دانلود کتاب

افزودن خلاصه فارسی

جزییات کتاب

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.