An Introduction to Statistical Inference and Its Applications with R 2024 pdf epub mobi 电子书

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发表于2024-09-19

An Introduction to Statistical Inference and Its Applications with R 2024 pdf epub mobi 电子书

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出版者:Chapman and Hall/CRC

作者:Michael W. Trosset

出品人:

页数:496

译者:

出版时间:2009-6-23

价格:USD 94.95

装帧:Hardcover

isbn号码:9781584889472

丛书系列:

图书标签: 统计学教材

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Emphasizing concepts rather than recipes, An Introduction to Statistical Inference and Its Applications with R provides a clear exposition of the methods of statistical inference for students who are comfortable with mathematical notation. Numerous examples, case studies, and exercises are included. R is used to simplify computation, create figures, and draw pseudorandom samples-not to perform entire analyses.After discussing the importance of chance in experimentation, the text develops basic tools of probability. The plug-in principle then provides a transition from populations to samples, motivating a variety of summary statistics and diagnostic techniques. The heart of the text is a careful exposition of point estimation, hypothesis testing, and confidence intervals. The author then explains procedures for 1- and 2-sample location problems, analysis of variance, goodness-of-fit, and correlation and regression. He concludes by discussing the role of simulation in modern statistical inference.Focusing on the assumptions that underlie popular statistical methods, this textbook explains how and why these methods are used to analyze experimental data.

An Introduction to Statistical Inference and Its Applications with R 2024 pdf epub mobi 电子书

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