Statistics for Engineers and Scientists, 4/e (IE-Paperback)

William Navidi

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<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

《統計學:工程師與科學家的應用》以其清晰明確的呈現方式脫穎而出。適用於一學期或兩學期的課程,本書以實用的方法來進行統計建模和數據分析,這些方法在科學工作中最常使用。

《統計學:工程師與科學家的應用》採用獨特的方法,以引人入勝的寫作風格清晰解釋困難的概念,並使用當代真實世界的數據集來激發學生的興趣,並展示與行業和研究的直接聯繫。雖然專注於統計的實際應用,但本書廣泛使用示例來激發基本概念和培養直覺。

麥格勞希爾很自豪地提供《統計學:工程師與科學家的應用》第四版的連接服務。這個創新而強大的系統可以幫助學生更有效地學習,並使您能夠輕鬆自定義作業問題。通過詳細的成績報告,跟踪個別學生的表現-按問題、作業或整個班級來評估。ConnectPlus為學生提供了Connect的所有優勢,並且可以隨時訪問電子書。《統計學:工程師與科學家的應用》第四版包含了麥格勞希爾的LearnSmart的功能,這是一個經過驗證的自適應學習系統,可以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的知識。這個創新的學習工具可以找出學生不理解的概念,並制定個性化的成功計劃。

特點:
- 麥格勞希爾提供《統計學:工程師與科學家的應用》第四版的Connect服務。這個創新而強大的系統可以幫助學生更有效地學習,並使您能夠輕鬆分配作業問題。問題將自動評分,結果將立即記錄。通過詳細的成績報告,跟踪個別學生的表現-按問題、作業或整個班級來評估。ConnectPlus為學生提供了Connect的所有優勢,並且可以隨時訪問電子書。