Statistics from A to Z: Confusing Concepts Clarified
暫譯: 從A到Z的統計學:澄清混淆概念
Andrew A. Jawlik
- 出版商: Wiley
- 出版日期: 2016-10-24
- 定價: $1,980
- 售價: 9.5 折 $1,881
- 語言: 英文
- 頁數: 448
- 裝訂: Paperback
- ISBN: 1119272033
- ISBN-13: 9781119272038
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相關分類:
機率統計學 Probability-and-statistics
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商品描述
Statistics is confusing, even for smart, technically competent people. And many students and professionals find that existing books and web resources don’t give them an intuitive understanding of confusing statistical concepts. That is why this book is needed. Some of the unique qualities of this book are:
• Easy to Understand: Uses unique “graphics that teach” such as concept flow diagrams, compare-and-contrast tables, and even cartoons to enhance “rememberability.”
• Easy to Use: Alphabetically arranged, like a mini-encyclopedia, for easy lookup on the job, while studying, or during an open-book exam.
• Wider Scope: Covers Statistics I and Statistics II and Six Sigma Black Belt, adding such topics as control charts and statistical process control, process capability analysis, and design of experiments. As a result, this book will be useful for business professionals and industrial engineers in addition to students and professionals in the social and physical sciences.
In addition, each of the 60+ concepts is covered in one or more articles. The 75 articles in the book are usually 5–7 pages long, ensuring that things are presented in “bite-sized chunks.” The first page of each article typically lists five “Keys to Understanding” which tell the reader everything they need to know on one page. This book also contains an article on “Which Statistical Tool to Use to Solve Some Common Problems”, additional “Which to Use When” articles on Control Charts, Distributions, and Charts/Graphs/Plots, as well as articles explaining how different concepts work together (e.g., how Alpha, p, Critical Value, and Test Statistic interrelate).
ANDREW A. JAWLIK received his B.S. in Mathematics and his M.S. in Mathematics and Computer Science from the University of Michigan. He held jobs with IBM in marketing, sales, finance, and information technology, as well as a position as Process Executive. In these jobs, he learned how to communicate difficult technical concepts in easy - to - understand terms. He completed Lean Six Sigma Black Belt coursework at the IASSC - accredited Pyzdek Institute. In order to understand the confusing statistics involved, he wrote explanations in his own words and graphics. Using this material, he passed the certification exam with a perfect score. Those statistical explanations then became the starting point for this book.
商品描述(中文翻譯)
統計學對於聰明且具技術能力的人來說也令人困惑。許多學生和專業人士發現,現有的書籍和網路資源無法讓他們對複雜的統計概念有直觀的理解。這就是為什麼這本書是必要的。這本書的一些獨特特點包括:
• 易於理解:使用獨特的「教學圖形」,如概念流程圖、比較對照表,甚至卡通,以增強「記憶性」。
• 易於使用:按字母順序排列,像一本迷你百科全書,方便在工作、學習或開卷考試時查閱。
• 範圍更廣:涵蓋統計學 I 和統計學 II 以及六西格瑪黑帶,增加了控制圖和統計過程控制、過程能力分析和實驗設計等主題。因此,這本書對於商業專業人士和工業工程師也將非常有用,除了社會科學和自然科學的學生和專業人士之外。
此外,書中涵蓋的 60 多個概念中,每個概念都有一篇或多篇文章。書中的 75 篇文章通常長達 5 到 7 頁,確保內容以「小塊」的形式呈現。每篇文章的第一頁通常列出五個「理解的關鍵」,告訴讀者他們需要在一頁上了解的一切。這本書還包含一篇關於「使用哪種統計工具來解決一些常見問題」的文章,另外還有關於控制圖、分佈以及圖表/圖形/繪圖的「何時使用」文章,以及解釋不同概念如何相互作用的文章(例如,Alpha、p、臨界值和檢驗統計量之間的相互關係)。
安德魯·A·雅維克在密西根大學獲得數學學士學位及數學與計算機科學碩士學位。他曾在 IBM 擔任市場行銷、銷售、財務和資訊技術等職位,並擔任流程執行官。在這些工作中,他學會了如何用易於理解的術語來傳達困難的技術概念。他在 IASSC 認證的 Pyzdek Institute 完成了精益六西格瑪黑帶課程。為了理解涉及的複雜統計,他用自己的話和圖形寫下了解釋。利用這些材料,他以滿分通過了認證考試。這些統計解釋隨後成為這本書的起點。