Statistics for Engineers and Scientists, 5/e (IE-Paperback)
暫譯: 工程師與科學家的統計學，第5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)



  • 描述

    工程師與科學家的統計學，第五版，專注於使用真實世界數據集的統計實用應用，以激勵學生，並顯示與產業和研究的直接聯繫。書中包含超過300個範例。工程師與科學家的統計學廣泛使用範例來幫助理解基本概念並發展直覺。


  • 本版新內容

    • 新增來自最近出版來源的真實數據練習題。

    • 第1章新增有關抗異常值的材料。

    • 第7章現在包含有關解釋最小二乘線斜率的材料。




    主要特點



    • 靈活的機率涵蓋範圍 — 允許講師在選擇此主題的深度和範圍上有廣泛的自由度。


    • 廣泛的誤差傳播涵蓋 — 在單獨的章節中提供，涵蓋內容全面，格式靈活，因此可以根據課程需求進行調整。


    • 對模擬方法和自助法的堅實介紹 — 在第4、5和6章的最後部分呈現。


    • 線性模型診斷程序的廣泛涵蓋 — 第7章包括對殘差圖、變數轉換和多變量模型中變數選擇原則的廣泛討論。


    • 真實世界數據集 — 使用當代真實世界數據集來激勵學生並顯示與產業和研究的直接聯繫。


    • 電腦輸出 — 練習和範例涉及解釋以及生成電腦輸出。



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)



  • 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

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