Statistics for Engineers and Scientists, 5/e (IE-Paperback) (工程師與科學家的統計學，第五版 (IE-平裝本))

William Navidi

Statistics for Engineers and Scientists, 5/e (IE-Paperback)

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商品描述

  • Description
    Statistics Engineers and Scientists, Fifth Edition, focuses on practical applications of statistics using real-world data sets to motivate students, and to show direct connections to industry and research. With more than 300 examples. Statistics for Engineers and Scientists makes extensive use of examples tor comprehension of fundamental concepts and to develop intuition.
  • New to this Edition
    • New exercises with real data from recently published sources.
    • Material on resistance to outliers has been added to Chapter 1.
    • Chapter 7 now contains material on interpreting the slope of the least-squares line.

    Key Features
    • Flexible coverage of probability — Allows instructors wide latitude in choosing the depth and extent of the coverage of this topic.
    • Extensive coverage of propagation of error — Provided in a separate chapter. the coverage is thorough and the format is flexible so coverage can be tailored to the needs of the course.
    • A solid introduction to simulation methods and the bootstrap — Presented in the final sections of Chapters 4, 5, and 6.
    • Extensive of linear model diagnostic procedures — Chapter 7 includes extensive covet age of residual plots, transformations of variables, and principles of variable selection in multivariate models.
    • Real-World Data Sets — Contemporary real-world data sets ate used to motivate students and show direct connections to industry and research.
    • Computer Output — Exercises and examples involve interpreting, as well as generating, computer output .

商品描述(中文翻譯)

《統計工程師與科學家，第五版》著重於統計學的實際應用，使用真實世界的數據集來激發學生的興趣，並展示與工業和研究的直接聯繫。本書包含超過300個例子，廣泛運用例子來幫助理解基本概念並培養直覺。

本版新增內容包括：
- 使用最近發表的資料來源的新練習題。
- 在第一章中新增了有關抗拒異常值的內容。
- 第七章現在包含有關解釋最小二乘線斜率的內容。

主要特點包括：
- 彈性的概率覆蓋範圍，讓教師在選擇該主題的深度和範圍時有很大的自由度。
- 廣泛的誤差傳播覆蓋範圍，以獨立的章節提供。覆蓋範圍全面，格式靈活，可以根據課程需求進行調整。
- 對模擬方法和自助法的扎實介紹，分別在第4、5和6章的最後部分呈現。
- 廣泛的線性模型診斷程序，第7章包括對殘差圖、變量轉換和多變量模型中變量選擇原則的詳細介紹。
- 使用真實世界的數據集，激發學生的興趣並展示與工業和研究的直接聯繫。
- 電腦輸出，練習和例子涉及解釋和生成電腦輸出。

目錄大綱

  • Table of Contents
    Chapter 1: Sampling and Descriptive Statistics 
    Chapter 2: Probability 
    Chapter 3: Propagation of Error 
    Chapter 4: Commonly Used Distributions 
    Chapter 5: Confidence Intervals 
    Chapter 6: Hypothesis Testing 
    Chapter 7: Correlation and Simple Linear Regression 
    Chapter 8: Multiple Regression 
    Chapter 9: Factorial Experiments 
    Chapter 10: Statistical Quality Control 
    A Tables 
    B Partial Derivatives 
    C Bibliography

目錄大綱(中文翻譯)



  • 目錄

    第1章：抽樣和描述統計

    第2章：概率

    第3章：誤差傳播

    第4章：常用分佈

    第5章：信賴區間

    第6章：假設檢定

    第7章：相關性和簡單線性回歸

    第8章：多元回歸

    第9章：因子實驗

    第10章：統計品質控制

    A 表格

    B 偏微分

    C 參考文獻

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