Even You Can Learn Statistics and Analytics: An Easy to Understand Guide
暫譯: 即使你也能學會統計與分析：易懂指南

Levine, David, Stephan, David

Even You Can Learn Statistics and Analytics: An Easy to Understand Guide
  • 出版商: Addison Wesley
  • 出版日期: 2022-06-08
  • 售價: $1,520
  • 貴賓價: 9.5 折 $1,444
  • 語言: 英文
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0137654766
  • ISBN-13: 9780137654765
  • 相關分類: 機率統計學 Probability-and-statistics

    • 海外代購書籍(需單獨結帳)

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商品描述

THE GUIDE FOR ANYONE AFRAID TO LEARN STATISTICS & ANALYTICS UPDATED WITH NEW EXAMPLES & EXERCISES

 

This book discusses statistics and analytics using plain language and avoiding mathematical jargon. If you thought you couldn't learn these data analysis subjects because they were too technical or too mathematical, this book is for you!

 

This edition delivers more everyday examples and end-of-chapter exercises and contains updated instructions for using Microsoft Excel. You'll use downloadable data sets and spreadsheet solutions, template-based solutions you can put right to work. Using this book, you will understand the important concepts of statistics and analytics, including learning the basic vocabulary of these subjects.

 

  • Create tabular and visual summaries and learn to avoid common charting errors
  • Gain experience working with common descriptive statistics measures including the mean, median, and mode; and standard deviation and variance, among others
  • Understand the probability concepts that underlie inferential statistics
  • Learn how to apply hypothesis tests, using Z, t, chi-square, ANOVA, and other techniques
  • Develop skills using regression analysis, the most commonly-used Inferential statistical method
  • Explore results produced by predictive analytics software
  • Choose the right statistical or analytic techniques for any data analysis task
  • Optionally, read the "Equation Blackboards," designed for readers who want to learn about the mathematical foundations of selected methods

 

 

商品描述(中文翻譯)

適合任何害怕學習統計與分析的指南，更新了新的範例與練習

這本書使用簡單的語言討論統計與分析，避免數學術語。如果你認為自己無法學習這些數據分析主題，因為它們太技術性或太數學化，那麼這本書就是為你而寫的！

本版提供了更多日常範例和章末練習，並包含使用 Microsoft Excel 的更新指導。你將使用可下載的數據集和電子表格解決方案，以及可以立即投入使用的模板解決方案。通過這本書，你將理解統計與分析的重要概念，包括學習這些主題的基本詞彙。

- 創建表格和視覺摘要，學習避免常見的圖表錯誤
- 獲得使用常見描述性統計量的經驗，包括平均數、中位數和眾數；以及標準差和變異數等
- 理解推論統計背後的概率概念
- 學習如何應用假設檢驗，使用 Z、t、卡方、ANOVA 和其他技術
- 發展使用回歸分析的技能，這是最常用的推論統計方法
- 探索預測分析軟體產生的結果
- 為任何數據分析任務選擇合適的統計或分析技術
- 可選擇閱讀「方程式黑板」，專為希望了解所選方法數學基礎的讀者設計

作者簡介

David M. Levine is Professor Emeritus of Statistics and Computer Information Systems at Baruch College-CUNY. He received B.B.A. and M.B.A. degrees in Statistics from City College of New York and a Ph.D. degree from New York University in Industrial Engineering and Operations Research. He is nationally recognized as a leading innovator in business statistics education and is the coauthor of such best-selling statistics textbooks as Statistics for Managers Using Microsoft Excel, Basic Business Statistics: Concepts and Applications, Business Statistics: A First Course, and Applied Statistics for Engineers and Scientists Using Microsoft Excel and Minitab.

He also is the author of Statistics for Six Sigma Green Belts and Champions, published by Financial Times-Prentice-Hall. He is coauthor of Six Sigma for Green Belts and Champions and Design for Six Sigma for Green Belts and Champions also published by Financial Times-Prentice-Hall, and Quality Management Third Ed., McGraw-Hill-Irwin. He is also the author of Video Review of Statistics and Video Review of Probability, both published by Video Aided Instruction. He has published articles in various journals including Psychometrika, The American Statistician, Communications in Statistics, Multivariate Behavioral Research, Journal of Systems Management, Quality Progress, and The American Anthropologist and has given numerous talks at American Statistical Association, Decision Sciences Institute, and Making Statistics More Effective in Schools of Business conferences. While at Baruch College, Dr. Levine received numerous awards for outstanding teaching.

 

David F. Stephan is an independent instructional technologist. During his more than 20 years teaching at Baruch College-CUNY, he pioneered the use of computer-equipped classrooms and interdisciplinary multimedia tools, was an associate director of a U.S. Department of Education FIPSE project that applied interactive media to support instruction and devised techniques for teaching computer applications in a business context. A frequent participant in the Decision Sciences Institute's Making Statistics for More Effective in School of Business mini-conferences, he is also a coauthor of Business Statistics: A First Course and Statistics for Managers Using Microsoft Excel. He is also the developer of PHStat, the statistics add-in for Microsoft Excel distributed by Pearson Education.

作者簡介(中文翻譯)

大衛·M·萊文是巴魯克學院-CUNY的統計學與計算機資訊系名譽教授。他在紐約市立大學獲得統計學的B.B.A.和M.B.A.學位，並在紐約大學獲得工業工程與運籌學的博士學位。他在商業統計教育方面被全國認可為領先的創新者，並且是多本暢銷統計教科書的共同作者，包括《使用Microsoft Excel的管理者統計學》、《基本商業統計學：概念與應用》、《商業統計學：第一課》和《使用Microsoft Excel和Minitab的工程師與科學家的應用統計學》。

他還是《六西格瑪綠帶與冠軍的統計學》的作者，該書由金融時報-普倫蒂斯霍爾出版。他是《六西格瑪綠帶與冠軍》和《六西格瑪設計綠帶與冠軍》的共同作者，這兩本書也由金融時報-普倫蒂斯霍爾出版，以及《質量管理》第三版，由麥格勞-希爾-歐文出版。他還是《統計學視頻回顧》和《概率視頻回顧》的作者，這兩本書均由視頻輔助教學出版。他在多個期刊上發表過文章，包括《心理計量學》、《美國統計學家》、《統計通訊》、《多變量行為研究》、《系統管理期刊》、《質量進展》和《美國人類學家》，並在美國統計協會、決策科學學會和商學院統計更有效會議上發表過多次演講。在巴魯克學院任教期間，萊文博士因其卓越的教學獲得了多項獎項。

大衛·F·斯蒂芬是一位獨立的教學技術專家。在巴魯克學院-CUNY任教超過20年期間，他開創了電腦設備教室和跨學科多媒體工具的使用，曾擔任美國教育部FIPSE項目的副主任，該項目應用互動媒體支持教學，並設計了在商業背景下教授計算機應用的技術。他經常參加決策科學學會的商學院統計更有效迷你會議，也是《商業統計學：第一課》和《使用Microsoft Excel的管理者統計學》的共同作者。他還是PHStat的開發者，這是一個由Pearson Education發行的Microsoft Excel統計附加元件。

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