<電子ブック>
A Concise Guide to Statistics / by Hans-Michael Kaltenbach
(SpringerBriefs in Statistics. ISSN:21915458)
版 | 1st ed. 2012. |
---|---|
出版者 | Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer |
出版年 | 2012 |
本文言語 | 英語 |
大きさ | XIII, 111 p. 33 illus : online resource |
著者標目 | *Kaltenbach, Hans-Michael author SpringerLink (Online service) |
件 名 | LCSH:Statistics LCSH:Biometry FREE:Statistics FREE:Biostatistics |
一般注記 | Basics of Probability Theory -- Estimation -- Hypothesis Testing -- Regression -- References -- Index The text gives a concise introduction into fundamental concepts in statistics. Chapter 1: Short exposition of probability theory, using generic examples. Chapter 2: Estimation in theory and practice, using biologically motivated examples. Maximum-likelihood estimation in covered, including Fisher information and power computations. Methods for calculating confidence intervals and robust alternatives to standard estimators are given. Chapter 3: Hypothesis testing with emphasis on concepts, particularly type-I , type-II errors, and interpreting test results. Several examples are provided. T-tests are used throughout, followed important other tests and robust/nonparametric alternatives. Multiple testing is discussed in more depth, and combination of independent tests is explained. Chapter 4: Linear regression, with computations solely based on R. Multiple group comparisons with ANOVA are covered together with linear contrasts, again using R for computations HTTP:URL=https://doi.org/10.1007/978-3-642-23502-3 |
目次/あらすじ
所蔵情報を非表示
電子ブック | 配架場所 | 資料種別 | 巻 次 | 請求記号 | 状 態 | 予約 | コメント | ISBN | 刷 年 | 利用注記 | 指定図書 | 登録番号 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
電子ブック | オンライン | 電子ブック |
|
|
Springer eBooks | 9783642235023 |
|
電子リソース |
|
EB00229851 |
類似資料
この資料の利用統計
このページへのアクセス回数:3回
※2017年9月4日以降