Business Statistics : For Contemporary Decision Making, 10/e (AE-Paperback)
暫譯: 商業統計:當代決策的應用,第10版 (AE-平裝本)
Ken Black
- 出版商: Wiley
- 出版日期: 2019-12-01
- 售價: $1,480
- 貴賓價: 9.8 折 $1,450
- 語言: 英文
- 頁數: 832
- ISBN: 1119668220
- ISBN-13: 9781119668220
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相關分類:
機率統計學 Probability-and-statistics
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商品描述
本書序言
In this edition, the chapter organization is unchanged. As the chapter organization of the text allows for both one- and two-semester coverage, the first 12 chapters include the typical chapters covered in a one-semester course; and the last 7 chapters offer extended coverage, allowing students to explore such topics as multiple regression, logistic regression, forecasting, analysis of categorical data, nonparametric statistics, statistical quality control, and decision analysis. The titles of two of the chapters have changed to highlight the new emphasis on business analytics. In particular, the Chapter 1 title has changed from "Introduction to Statistics" to "Introduction to Statistics and Business Analytics." The Chapter 2 title has changed from "Charts and Graphs" to "Visualizing the Data with Charts and Graphs."
本書特色
●Decision Dilemmas: Each course section is introduced with a real-world business vignette that presents a dilemma and related managerial or statistical questions. Solutions to these questions require the use of techniques presented in the section. A Decision Dilemma Solved feature concludes each section, giving students the opportunity to answer and discuss each question presented at the beginning of the section.
●Thinking Critically About Statistics in Business Today Exercises: Each course section features one or several of these exercises that give real-life examples of how the statistics presented in the section apply in the business world today.
●EXPANDED Databases: Twenty databases representing several industries including banking, consumer spending, energy, environmental, finance, manufacturing, healthcare, market research, retailing, stocks and more provide additional opportunities for students to apply the statistics presented in each chapter.
●NEW Big Data Case: Using data from the American Hospital Association, each chapter contains an activity asking students to perform several tasks using variables, samples, and data.
●NEW Visualizing Time-Series Data Section: helps students use historical data with measures taken over time to predict what might happen in the future.
●Ethical Considerations: This feature in each course section integrates the topic of ethics with applications of business statistics.
●Tree Taxonomy Diagrams: These diagrams illustrate the connection between topics and techniques and the ability to see the big picture of inferential statistics.
●Section Reorganization Options: This course was designed to allow for both one- and two-semester coverage.
●900+ Practice Problems: A treasury of practice problems are available in this course.
商品描述(中文翻譯)
本書序言
在本版中,章節組織保持不變。由於本書的章節組織允許一學期和兩學期的課程安排,前12章包括一學期課程中通常涵蓋的章節;而最後7章則提供擴展內容,讓學生探索多重回歸、邏輯回歸、預測、類別數據分析、非參數統計、統計質量控制和決策分析等主題。兩個章節的標題已更改,以突顯對商業分析的新重視。特別是,第1章的標題已從「統計學導論」更改為「統計學與商業分析導論」。第2章的標題已從「圖表」更改為「使用圖表視覺化數據」。
本書特色
● 決策困境:每個課程部分以一個真實的商業小故事作為引入,該故事呈現了一個困境及相關的管理或統計問題。解決這些問題需要使用本部分中介紹的技術。每個部分結尾都有「解決的決策困境」功能,讓學生有機會回答並討論每個在部分開頭提出的問題。
● 批判性思考當今商業中的統計練習:每個課程部分都有一個或多個這些練習,提供真實生活中的例子,說明本部分中介紹的統計如何應用於當今商業世界。
● 擴展的數據庫:二十個代表多個行業的數據庫,包括銀行、消費支出、能源、環境、金融、製造、醫療保健、市場研究、零售、股票等,為學生提供額外的機會來應用每章中介紹的統計。
● 新的巨量資料案例:使用美國醫院協會的數據,每章包含一個活動,要求學生使用變數、樣本和數據執行幾個任務。
● 新的時間序列數據視覺化部分:幫助學生使用隨時間變化的歷史數據來預測未來可能發生的情況。
● 道德考量:每個課程部分的這一功能將道德主題與商業統計的應用結合起來。
● 樹狀分類圖:這些圖示說明了主題和技術之間的聯繫,並能夠看到推論統計的全貌。
● 章節重組選項:本課程設計允許一學期和兩學期的課程安排。
● 900+ 練習題:本課程提供大量的練習題。
目錄大綱
1 Introduction to Statistics and Business Analytics
2 Visualizing Data with Charts and Graphs
3 Descriptive Statistics
4 Probability
5 Discrete Distributions
6 Continuous Distributions
7 Sampling and Sampling Distributions
8 Statistical Inference: Estimation for Single Populations
9 Statistical Inference: Hypothesis Testing for Single Populations
10 Statistical Inferences About Two Populations
11 Analysis of Variance and Design of Experiments
12 Simple Regression Analysis and Correlation
13 Multiple Regression Analysis
14 Building Multiple Regression Models
15 Time-Series Forecasting and Index Numbers
16 Analysis of Categorical Data
17 Nonparametric Statistics
18 Statistical Quality Control
19 Decision Analysis
Appendix A Tables
Appendix B Answers to Selected Odd-Numbered Quantitative Problems
目錄大綱(中文翻譯)
1 Introduction to Statistics and Business Analytics
2 Visualizing Data with Charts and Graphs
3 Descriptive Statistics
4 Probability
5 Discrete Distributions
6 Continuous Distributions
7 Sampling and Sampling Distributions
8 Statistical Inference: Estimation for Single Populations
9 Statistical Inference: Hypothesis Testing for Single Populations
10 Statistical Inferences About Two Populations
11 Analysis of Variance and Design of Experiments
12 Simple Regression Analysis and Correlation
13 Multiple Regression Analysis
14 Building Multiple Regression Models
15 Time-Series Forecasting and Index Numbers
16 Analysis of Categorical Data
17 Nonparametric Statistics
18 Statistical Quality Control
19 Decision Analysis
Appendix A Tables
Appendix B Answers to Selected Odd-Numbered Quantitative Problems
