Smoothing Methods in Statistics

Smoothing Methods in Statistics pdf epub mobi txt 电子书 下载 2025

出版者:Springer
作者:Jeffrey S. Simonoff
出品人:
页数:356
译者:
出版时间:1996
价格:USD 199.00
装帧:Hardcover
isbn号码:9780387947167
丛书系列:
图书标签:
  • Statistics 
  •  
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Focussing on applications, this book covers a very broad range, including simple and complex univariate and multivariate density estimation, nonparametric regression estimation, categorical data smoothing, and applications of smoothing to other areas of statistics. It will thus be of particular interest to data analysts, as arguments generally proceed from actual data rather than statistical theory, while the "Background Material" sections will interest statisticians studying the field. Over 750 references allow researchers to find the original sources for more details, and the "Computational Issues" sections provide sources for statistical software that use the methods discussed. Each chapter includes exercises with a heavily computational focus based upon the data sets used in the book, making it equally suitable as a textbook for a course in smoothing.

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