Statistics: the Art and Science of Learning from Data, Global Edition (5TH)

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Statistics: the Art and Science of Learning from Data, Global Edition (5TH)

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  • 製本 Paperback:紙装版/ペーパーバック版/ページ数 880 p.
  • 言語 ENG
  • 商品コード 9781292444765
  • DDC分類 519.5

Full Description

Statistics: The Art and Science of Learning From Data, 5th Edition helps you understand what statistics is all about and learn the right questions to ask when analyzing data, instead of just memorizing procedures. It makes accessible the ideas that have turned statistics into a central science of modern life, without compromising essential material. Students often find this book enjoyable to read and stay engaged with the wide variety of real-world data in the examples and exercises. Based on the authors' belief that it's important for you to learn and analyze both quantitative and categorial data, this text pays greater attention to the analysis of proportions than many other introductory statistics texts.

Key features include:



Greater attention to the analysis of proportions compared to other introductory statistics texts.
Introduction to key concepts, presenting the categorical data first, and quantitative data after.
A wide variety of real-world data in the examples and exercises
New sections and updated content will enhance your learning and understanding.

Pearson MyLab® Students, if Pearson Pearson MyLab Statistics is a recommended/mandatory component of the course, please ask your instructor for the correct ISBN. Pearson MyLab Statistics should only be purchased when required by an instructor. Instructors, contact your Pearson representative for more information.

 

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

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