Statistics: the Art and Science of Learning from Data, Global Edition + MyLab Statistics with Pearson eText （5TH）

Agresti, Alan/ Franklin, Christine/ Klingenberg, Bernhard

Pearson Education Limited（2023/02発売）

• 言語 ENG
• 商品コード 9781292444741
• DDC分類 519.5

Full Description

For courses in introductory statistics.

 

The art and science of learning from data

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

 

Contents

PART I: GATHERING AND EXPLORING DATA



Statistics: The Art and Science of Learning from Data
Exploring Data with Graphs and Numerical Summaries
Exploring Relationships Between Two Variables
Gathering Data

PART II: PROBABILITY, PROBABILITY DISTRIBUTIONS, AND SAMPLING DISTRIBUTIONS



Probability in Our Daily Lives
Sampling Distributions

PART III: INFERENTIAL STATISTICS



Statistical Inference: Confidence Intervals
Statistical Inference: Significance Tests About Hypotheses
Comparing Two Groups

PART IV: ANALYZING ASSOCIATION AND EXTENDED STATISTICAL METHODS



Analyzing the Association Between Categorical Variables
Analyzing the Association Between Quantitative Variables: Regression Analysis
Multiple Regression
Comparing Groups: Analysis of Variance Methods
Nonparametric Statistics