Statistics for Engineers and Scientists, 4/e (IE-Paperback)
暫譯: 工程師與科學家的統計學(第4版,IE-平裝本)

William Navidi

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商品描述

 

<內容簡介>

 

Statistics for Engineers and Scientists stands out for its crystal clear presentation of applied statistics. Suitable for a one or two semester course, the book takes a practical approach to methods of statistical modeling and data analysis that are most often used in scientific work.

Statistics for Engineers and Scientists features a unique approach highlighted by an engaging writing style that explains difficult concepts clearly, along with the use of contemporary real world data sets to help motivate students and show direct connections to industry and research. While focusing on practical applications of statistics, the text makes extensive use of examples to motivate fundamental concepts and to develop intuition.

McGraw-Hill is proud to offer Connect with the fourth edition of Navidi's, Statistics for Engineers and Scientists. This innovative and powerful system helps your students learn more efficiently and gives you the ability to customize your homework problems simply and easily. Track individual student performance - by question, assignment, or in relation to the class overall with detailed grade reports. ConnectPlus provides students with all the advantages of Connect, plus 24/7 access to an eBook. Navidi's Statistics for Engineers and Scientists, fourth edition, includes the power of McGraw-Hill’s LearnSmart--a proven adaptive learning system that helps students learn faster, study more efficiently, and retain more knowledge through a series of adaptive questions. This innovative study tool pinpoints concepts the student does not understand and maps out a personalized plan for success.

Features

 

  McGraw-Hill offers Connect with the fourth edition of Navidi's Statistics for Engineers and Scientists . This innovative and powerful system helsps your students learn more efficiently and gives you the ability to assign homework problems simply and easily. Problems are graded automatically, and the results are recorded immediately. Track individual student performance - by questions, assignment, or in relation to the class overall with detailed grade reports. ConnectPlus provides students with all the advantages of Connect , plus 24/7 access to an eBook.

 

  Navidi's Statistics for Engineers and Scientists, fourth edition, includes the power of McGraw-Hill's LearnSmart--a proven adaptive learning system that helps students learn faster, study more efficiently, and retain more knowledge through a series of adaptive questions. This innovative study tool pinpoints concepts the student does not understand and maps out a personalized plan for success.

 

  Flexible presentation of probability addresses the needs of different courses. Allowing for a mathematically rigorous approach, the major results are derived from axioms, with proofs given for most of them. Each result is illustrated with an example or two to promote intuitive understanding. Instructors who prefer a more informal approach may therefore focus on the examples rather than the proofs and skip the optional sections.

 

  An engaging writing style explains difficult concepts clearly. While including the mathematics necessary for clear understanding, the text makes extensive use of examples to motivate fundamental concepts and to develop intuition.

 

  Contemporary, real world data sets are one of the defining features of this text. With a fresh approach to the subject, the author uses contemporary data sets to help motivate students and show direct connection to industry and research.

 

  In line with modern trends, the text includes numerous examples of computer output and contains exercises suitable for solving with computer software. These examples and exercises involve interpreting, as well as generating, computer output. The student edition of MINITAB, the widely used statistical software package, is available bundled with the text.

 

  A separate chapter provides extensive coverage of propagation of error, sometimes called "error analysis" or the "delta method." The coverage is more extensive than in most texts, with a flexible format allowing instructors to easily cover selected topics.

 

  The text presents an extensive, self-contained introduction to simulation methods at a level appropriate for introductory students, including the bootstrap and applications to estimating probabilities, estimating bias, computing confidence intervals, and testing hypotheses.

 

  A new section on confidence intervals for a population variance has been added to Chapter 5.

 

  Chapter 6 now contains material on tests for a population variance.

 

  A large number of new problems have been included, many of which involve real data from recently published sources.

 

  The material on goodness-of-fit tests has been expanded.

 

  The exposition has been improved in a number of places.

 

<章節目錄>

 

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 Suggestions for Further Reading
Answers to Odd-Numbered Exercises
Index

 

商品描述(中文翻譯)

內容簡介

《工程師與科學家的統計學》以其清晰的應用統計學呈現而脫穎而出。適合一或兩學期的課程,本書採取實用的方法,介紹在科學工作中最常用的統計建模和數據分析方法。

《工程師與科學家的統計學》具有獨特的方式,通過引人入勝的寫作風格清晰解釋困難的概念,並使用當代的真實數據集來激勵學生,顯示與行業和研究的直接聯繫。雖然重點放在統計的實際應用上,文本廣泛使用例子來激勵基本概念並發展直覺。

麥格勞-希爾自豪地提供《Connect》,與第四版的《Navidi的工程師與科學家的統計學》一起推出。這一創新且強大的系統幫助您的學生更有效地學習,並使您能夠輕鬆自如地自定義作業問題。通過詳細的成績報告跟踪個別學生的表現——按問題、作業或整體班級進行。

《ConnectPlus》為學生提供了《Connect》的所有優勢,並提供24/7的電子書訪問。《Navidi的工程師與科學家的統計學》第四版,包含了麥格勞-希爾的LearnSmart的強大功能——這是一個經過驗證的自適應學習系統,幫助學生更快地學習,更有效地學習,並通過一系列自適應問題保留更多知識。這一創新的學習工具能夠精確找出學生不理解的概念,並為成功制定個性化計劃。

特點

- 麥格勞-希爾提供《Connect》,與第四版的《Navidi的工程師與科學家的統計學》一起推出。這一創新且強大的系統幫助您的學生更有效地學習,並使您能夠輕鬆自如地分配作業問題。問題會自動評分,結果會立即記錄。通過詳細的成績報告跟踪個別學生的表現——按問題、作業或整體班級進行。

- 《Navidi的工程師與科學家的統計學》第四版,包含了麥格勞-希爾的LearnSmart的強大功能——這是一個經過驗證的自適應學習系統,幫助學生更快地學習,更有效地學習,並通過一系列自適應問題保留更多知識。這一創新的學習工具能夠精確找出學生不理解的概念,並為成功制定個性化計劃。

- 靈活的概率呈現滿足不同課程的需求。允許數學上嚴謹的方法,主要結果從公理推導,並對大多數結果提供證明。每個結果都用一兩個例子來說明,以促進直觀理解。因此,喜歡更非正式方法的講師可以專注於例子而非證明,並跳過可選部分。

- 引人入勝的寫作風格清晰解釋困難的概念。雖然包含了清晰理解所需的數學,文本廣泛使用例子來激勵基本概念並發展直覺。

- 當代的真實數據集是本書的一個定義特徵。作者以新穎的方式使用當代數據集來激勵學生,顯示與行業和研究的直接聯繫。

- 根據現代趨勢,文本包含大量計算機輸出的例子,並包含適合用計算機軟件解決的練習。這些例子和練習涉及解釋以及生成計算機輸出。廣泛使用的統計軟件包MINITAB的學生版與文本捆綁提供。

- 單獨的章節提供了對誤差傳播的廣泛覆蓋,有時稱為“誤差分析”或“德爾塔方法”。這部分的覆蓋比大多數文本更為廣泛,靈活的格式使講師能夠輕鬆覆蓋選定主題。

- 本文提供了對模擬方法的廣泛、自成一體的介紹,適合入門學生,包括自助法及其在估計概率、估計偏差、計算置信區間和假設檢驗中的應用。

- 第五章新增了關於母體方差的置信區間的新部分。

- 第六章現在包含有關母體方差檢驗的材料。

- 包含大量新問題,其中許多涉及最近發表來源的真實數據。

- 擴展了擬合優度檢驗的材料。

- 在多個地方改善了闡述。

章節目錄

第1章:抽樣與描述性統計
第2章:概率
第3章:誤差傳播
第4章:常用分佈
第5章:置信區間
第6章:假設檢驗
第7章:相關性與簡單線性回歸
第8章:多重回歸
第9章:因子實驗
第10章:統計質量控制
附錄A:表格
附錄B:偏導數
附錄C:進一步閱讀建議
奇數練習答案
索引