Statistics, Data Analysis, & Decision Modeling, 5/e (IE-Paperback)【含Access Code, 經刮除不受退】
暫譯: 統計、數據分析與決策模型,第5版 (IE-平裝本)【含Access Code,經刮除不受退】

James R. Evans

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商品描述

<內容簡介>

For undergraduate and graduate level courses that combines introductory statistics with data analysis or decision modeling.

A pragmatic approach to statistics, data analysis and decision modeling.

Statistics, Data Analysis & Decision Modeling focuses on the practical understanding of its topics, allowing readers to develop conceptual insight on fundamental techniques and theories. Evans
dedication to present material in a simple and straightforward fashion is ideal for student comprehension.

Excel 2007 focus with accompanying Excel Add-Ins: This feature allows students to focus more on the interpretation of results as well as the managerial implications of those results. 

Excel and Add-In explanation place in
Notes: By separating this feature from the text, the explanation does not get in the way of the narrative and conceptual understanding yet still enhances comprehension. 

Material re-organization:

Theory and extensive computational formulas moved to end of chapter appendices: Separating the formulas from the chapter material provides professors with instructing flexibility and encourages students to focus on the concepts first and the application second. 
The end of chapter material now includes three different types of problems: The incorporation of three different types of problems gives professors flexibility on what concepts they want students to practice on. 
Completely re-written Instructors Manual created by the book author. 

New To This Edition
The fifth edition of this text has been carefully revised to improve clarity and pedagogical features, and incorporate new and revised topics. Many significant changes have been made, and include the following: 
1.Spreadsheet-based tools and applications are compatible with Microsoft Excel 2010, which is used throughout this edition.
2.Every chapter has been carefully revised to improve clarity. Many explanations of critical concepts have been enhanced using new business examples and data sets. The sequencing of several topics have been reorganized to improve their flow within the book. 
3.Excel, PHStat, and other software notes have been moved to chapter appendixes so as not to disrupt the flow of the text.
4.
SkillBuilder exercises, designed to provide experience with applying Excel, have been located in the text to facilitate immediate application of new concepts.
5.Data used in many problems have been changed, and new problems have been added.

<章節目錄>

PART I: STATISTICS AND DATA ANALYSIS   
Chapter 1 Data and Business Decisions   
Chapter 2 Descriptive Satistics and Data Analysis
Chapter 3 Probability Concepts and Distributions
Chapter 4 Sampling and Estimation   
Chapter 5 Hypothesis Testing and Statistical Inference   
Chapter 6 Regression Analysis   
Chapter 7 Forecasting   
Chapter 8 Introduction to Statistical Quality Control   
PART II: DECISION MODELING AND ANALYSIS   
Chapter 9 Building and Using Decision Models   
Chapter 10 Decisions Models with Uncertainty and Risk
Chapter 11 Decisions, Uncertainty, and Risk    
Chapter 12 Queues and Process Simulation Modeling   
Chapter 13 Linear Optimization  
Chapter 14 Integer, Nonlinear, and Advanced Optimization Methods

商品描述(中文翻譯)

內容簡介
本書適用於結合入門統計學與數據分析或決策建模的本科及研究生課程。

本書採取務實的統計學、數據分析和決策建模方法。

《統計學、數據分析與決策建模》專注於對主題的實際理解,使讀者能夠對基本技術和理論發展概念性見解。Evans 對於以簡單明瞭的方式呈現材料的堅持,對於學生的理解非常理想。

Excel 2007 的重點及附加的 Excel 外掛:此功能使學生能更專注於結果的解釋以及這些結果的管理意涵。

Excel 和外掛的解釋放在「註解」中:通過將此功能與文本分開,解釋不會妨礙敘述和概念理解,卻仍能增強理解。

材料重組:
• 理論和廣泛的計算公式移至章末附錄:將公式與章節材料分開,為教授提供教學靈活性,並鼓勵學生先專注於概念,再進行應用。
• 章末材料現在包括三種不同類型的問題:三種不同類型問題的納入使教授在學生練習的概念上有更大的靈活性。
• 完全重寫的教學手冊由書籍作者創建。

新版本的內容
本書的第五版經過仔細修訂,以提高清晰度和教學特徵,並納入新的和修訂的主題。許多重要的變更已經完成,包括以下幾點:
1. 基於電子表格的工具和應用與 Microsoft Excel 2010 兼容,該版本在整本書中使用。
2. 每一章都經過仔細修訂以提高清晰度。許多關鍵概念的解釋使用新的商業範例和數據集進行增強。幾個主題的順序已重新組織,以改善其在書中的流暢性。
3. Excel、PHStat 和其他軟體的註解已移至章末附錄,以免干擾文本的流暢性。
4. 「SkillBuilder」練習旨在提供應用 Excel 的經驗,已放置於文本中,以便立即應用新概念。
5. 許多問題中使用的數據已更改,並新增了問題。

章節目錄
PART I: 統計學與數據分析
第1章 數據與商業決策
第2章 描述性統計與數據分析
第3章 機率概念與分佈
第4章 抽樣與估計
第5章 假設檢定與統計推論
第6章 迴歸分析
第7章 預測
第8章 統計品質控制簡介
PART II: 決策建模與分析
第9章 建立與使用決策模型
第10章 不確定性與風險的決策模型
第11章 決策、不確定性與風險
第12章 排隊與過程模擬建模
第13章 線性優化
第14章 整數、非線性及高級優化方法