Introduction to Statistics Through Resampling Methods and Microsoft Office Excel (Paperback)

Phillip I. Good

  • 出版商: Wiley
  • 出版日期: 2005-08-03
  • 售價: $4,500
  • 貴賓價: 9.5$4,275
  • 語言: 英文
  • 頁數: 231
  • 裝訂: Paperback
  • ISBN: 0471731919
  • ISBN-13: 9780471731917
  • 相關分類: Excel機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

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商品描述

Description:

Learn statistical methods quickly and easily with the discovery method

With its emphasis on the discovery method, this publication encourages readers to discover solutions on their own rather than simply copy answers or apply a formula by rote. Readers quickly master and learn to apply statistical methods, such as bootstrap, decision trees, t-test, and permutations to better characterize, report, test, and classify their research findings. In addition to traditional methods, specialized methods are covered, allowing readers to select and apply the most effective method for their research, including:
* Tests and estimation procedures for one, two, and multiple samples
* Model building
* Multivariate analysis
* Complex experimental design

Throughout the text, Microsoft Office Excel(r) is used to illustrate new concepts and assist readers in completing exercises. An Excel Primer is included as an Appendix for readers who need to learn or brush up on their Excel skills.

Written in an informal, highly accessible style, this text is an excellent guide to descriptive statistics, estimation, testing hypotheses, and model building. All the pedagogical tools needed to facilitate quick learning are provided:
* More than 100 exercises scattered throughout the text stimulate readers' thinking and actively engage them in applying their newfound skills
* Companion FTP site provides access to all data sets discussed in the text
* An Instructor's Manual is available upon request from the publisher
* Dozens of thought-provoking questions in the final chapter assist readers in applying statistics to solve real-life problems
* Helpful appendices include an index to Excel and Excel add-in functions

This text serves as an excellent introduction to statistics for students in all disciplines. The accessible style and focus on real-life problem solving are perfectly suited to both students and practitioners.

 

Table of Contents:

Preface.

1. Variation (or What Statistics Is All About).

2. Probability.

3. Distributions.

4. Testing Hypotheses.

5. Designing an Experiment or Survey.

6. Analyzing Complex Experiments.

7. Developing Models.

8. Reporting Your Findings.

9. Problem Solving.

Appendix: An Microsoft Office Excel Primer.

Index to Excel and Excel Add-In Functions.

Subject Index.

商品描述(中文翻譯)

描述:
這本書強調發現方法,鼓勵讀者自己發現解決方案,而不僅僅是複製答案或機械地應用公式。讀者能夠快速掌握和應用統計方法,例如自助法、決策樹、t檢驗和排列組合,以更好地描述、報告、測試和分類他們的研究結果。除了傳統方法外,還介紹了專門的方法,讓讀者能夠選擇並應用最有效的方法進行研究,包括:
* 一個、兩個和多個樣本的測試和估計程序
* 模型建立
* 多變量分析
* 複雜實驗設計

在整本書中,使用Microsoft Office Excel(r)來說明新概念並幫助讀者完成練習。附錄中還包括一個Excel入門指南,供需要學習或複習Excel技能的讀者使用。

這本書以非正式、易於理解的風格寫成,是描述統計、估計、檢驗假設和模型建立的優秀指南。提供了所有促進快速學習所需的教學工具:
* 散布在全書中的100多個練習題激發讀者的思考,並積極地應用他們新學到的技能
* 附帶的FTP網站提供了討論的所有數據集的訪問權限
* 出版商可根據要求提供教師手冊
* 最後一章中的許多發人深省的問題幫助讀者應用統計方法解決現實問題
* 有用的附錄包括Excel索引和Excel附加功能索引

這本書是各個學科的學生學習統計學的優秀入門書。易於理解的風格和專注於解決現實問題的重點非常適合學生和從業人員使用。

目錄:
前言
1. 變異(或統計學的基礎)
2. 概率
3. 分佈
4. 檢驗假設
5. 設計實驗或調查
6. 分析複雜實驗
7. 構建模型
8. 報告研究結果
9. 解決問題
附錄:Microsoft Office Excel入門指南
Excel和Excel附加功能索引
主題索引