Statistics: The Art & Science of Learning from Data, 4/e (Paperback)
暫譯: 統計學：從數據中學習的藝術與科學，第4版（平裝本）

Christine A Franklin (author), Bernhard Klingenberg (author) Alan Agresti (author)

Statistics: The Art & Science of Learning from Data, 4/e (Paperback)

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商品描述

Statistics: The Art and Science of Learning from Data, Fourth Edition, takes a conceptual approach, helping students understand what statistics is about and learning the right questions to ask when analyzing data, rather than just memorizing procedures. This book takes the ideas that have turned statistics into a central science in modern life and makes them accessible, without compromising the necessary rigor. Students will enjoy reading this book, and will stay engaged with its wide variety of real-world data in the examples and exercises.

The authors believe that it’s important for students to learn and analyze both quantitative and categorical data. As a result, the text pays greater attention to the analysis of proportions than many other introductory statistics texts. Concepts are introduced first with categorical data, and then with quantitative data.

MyStatLab™ not included. Students, if MyStatLab is a recommended/mandatory component of the course, please ask your instructor for the correct ISBN and course ID. MyStatLab should only be purchased when required by an instructor. Instructors, contact your Pearson representative for more information.

MyStatLab is an online homework, tutorial, and assessment product designed to personalize learning and improve results. With a wide range of interactive, engaging, and assignable activities, students are encouraged to actively learn and retain tough course concepts.

商品描述(中文翻譯)

統計學：從數據中學習的藝術與科學（第四版）採取概念性的方法，幫助學生理解統計學的本質，以及在分析數據時學會提出正確的問題，而不僅僅是死記程序。本書將使統計學成為現代生活中的核心科學的理念變得易於理解，同時不妥協必要的嚴謹性。學生們會喜歡閱讀這本書，並會因為書中各種真實世界數據的例子和練習而保持參與感。

作者認為，學生學習和分析定量數據與類別數據同樣重要。因此，文本對比例分析的關注程度超過了許多其他入門統計學的教材。概念首先以類別數據引入，然後再以定量數據進行說明。

MyStatLab™ 不包含在內。學生們，如果 MyStatLab 是課程的推薦/必修組成部分，請向您的講師詢問正確的 ISBN 和課程 ID。MyStatLab 只有在講師要求時才應購買。講師們，請聯繫您的 Pearson 代表以獲取更多信息。

MyStatLab 是一個在線作業、教程和評估產品，旨在個性化學習並改善結果。通過各種互動性強、引人入勝且可分配的活動，鼓勵學生主動學習並掌握困難的課程概念。

目錄大綱

PART ONE: GATHERING AND EXPLORING DATA
1. Statistics: The Art and Science of Learning from Data
2. Exploring Data with Graphs and Numerical Summaries
3. Association: Contingency, Correlation, and Regression
4. Gathering Data
PART TWO: PROBABILITY, PROBABILITY DISTRIBUTIONS, AND SAMPLING DISTRIBUTIONS
5. Probability in Our Daily Lives
6. Probability Distributions
7. Sampling Distributions
PART THREE: INFERENTIAL STATISTICS
8. Statistical Inference: Confidence Intervals
9. Statistical Inference: Significance Tests About Hypotheses
10. Comparing Two Groups
PART FOUR: ANALYZING ASSOCIATION AND EXTENDED STATISTICAL METHODS
11. Analyzing the Association Between Categorical Variables
12. Analyzing the Association Between Quantitative Variables: Regression Analysis
13. Multiple Regression
14. Comparing Groups: Analysis of Variance Methods
15. Nonparametric Statistics

目錄大綱(中文翻譯)

PART ONE: GATHERING AND EXPLORING DATA

1. Statistics: The Art and Science of Learning from Data

2. Exploring Data with Graphs and Numerical Summaries

3. Association: Contingency, Correlation, and Regression

4. Gathering Data

PART TWO: PROBABILITY, PROBABILITY DISTRIBUTIONS, AND SAMPLING DISTRIBUTIONS

5. Probability in Our Daily Lives

6. Probability Distributions

7. Sampling Distributions

PART THREE: INFERENTIAL STATISTICS

8. Statistical Inference: Confidence Intervals

9. Statistical Inference: Significance Tests About Hypotheses

10. Comparing Two Groups

PART FOUR: ANALYZING ASSOCIATION AND EXTENDED STATISTICAL METHODS

11. Analyzing the Association Between Categorical Variables

12. Analyzing the Association Between Quantitative Variables: Regression Analysis

13. Multiple Regression

14. Comparing Groups: Analysis of Variance Methods

15. Nonparametric Statistics

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