Statistics for Engineering and the Sciences, 6/e (Hardcover)
William M. Mendenhall, Terry L. Sincich
- 出版商: CRC
- 出版日期: 2015-12-16
- 售價: $1,450
- 語言: 英文
- 頁數: 1182
- 裝訂: Hardcover
- ISBN: 1498728855
- ISBN-13: 9781498728850
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相關分類:
機率統計學 Probability-and-statistics
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商品描述
<內容簡介>
Statistics for Engineering and the Sciences, Sixth Edition is designed for a two-semester introductory course on statistics for students majoring in engineering or any of the physical sciences. This popular text continues to teach students the basic concepts of data description and statistical inference as well as the statistical methods necessary for real-world applications. Students will understand how to collect and analyze data and think critically about the results.
●Many new and updated exercises based on contemporary engineering and scientific-related studies and real data
●More statistical software printouts and corresponding instructions for use that reflect the latest versions of the SAS, SPSS, and MINITAB software
●Introduction of the case studies at the beginning of each chapter
●Streamlined material on all basic sampling concepts, such as random sampling and sample survey designs, which gives students an earlier introduction to key sampling issues
●New examples on comparing matched pairs versus independent samples, selecting the sample size for a designed experiment, and analyzing a two-factor experiment with quantitative factors
●New section on using regression residuals to check the assumptions required in a simple linear regression analysis
<章節目錄>
1 Introduction
2 Descriptive Statistics
3 Probability
4 Discrete Random Variables
5 Continuous Random Variables
6 Bivariate Probability Distributions and Sampling Distributions
7 Estimation Using Confidence Intervals
8 Tests of Hypotheses
9 Categorical Data Analysis
10 Simple Linear Regression
11 Multiple Regression Analysis
12 Model Building
13 Principles of Experimental Design
14 The Analysis of Variance for Designed Experiments
15 Nonparametric Statistics
16 Statistical Process and Quality Control
17 Product and System Reliability
Appendix A: Matrix Algebra
Appendix B: Useful Statistical Tables
Appendix C: SAS for Windows Tutorial
Appendix D: MINITAB for Windows Tutorial
Appendix E: SPSS for Windows Tutorial
商品描述(中文翻譯)
《工程與科學統計學,第六版》是為主修工程或任何自然科學的學生設計的兩學期統計學入門課程教材。這本受歡迎的教材繼續教導學生數據描述和統計推斷的基本概念,以及實際應用所需的統計方法。學生將學會如何收集和分析數據,並對結果進行批判性思考。
●基於當代工程和科學相關研究和真實數據的許多新的和更新的練習題
●更多統計軟件的輸出和相應的使用說明,反映了SAS、SPSS和MINITAB軟件的最新版本
●在每章開始時引入案例研究
●精簡的材料,涵蓋所有基本抽樣概念,如隨機抽樣和樣本調查設計,使學生更早地了解關鍵抽樣問題
●新的例子,比較配對樣本與獨立樣本,為設計實驗選擇樣本大小,以及分析具有定量因素的雙因素實驗
●新的章節介紹使用回歸殘差檢查簡單線性回歸分析所需的假設
《工程與科學統計學,第六版》旨在幫助學生理解統計學的基本概念,並將其應用於實際問題中。這本書提供了豐富的練習題和統計軟件的使用指南,以幫助學生在工程和科學領域中應用統計學知識。