ABSTRACT
Interpreting Basic Statistics gives students valuable practice in interpreting statistical reporting as it actually appears in peer-reviewed journals.
Features of the ninth edition:
• Covers a broad array of basic statistical concepts, including topics drawn from the New Statistics
• Up-to-date journal excerpts reflecting contemporary styles in statistical reporting
• Strong emphasis on data visualization
• Ancillary materials include data sets with almost two hours of accompanying tutorial videos, which will help students and instructors apply lessons from the book to real-life scenarios
About this book
Each of the 63 exercises in the book contain three central components: 1) an introduction to a statistical concept, 2) a brief excerpt from a published research article that uses the statistical concept, and 3) a set of questions (with answers) that guides students into deeper learning about the concept. The questions on the journal excerpts promote learning by helping students
• interpret information in tables and figures,
• perform simple calculations to further their interpretations,
• critique data-reporting techniques, and
• evaluate procedures used to collect data.
The questions in each exercise are divided into two parts: (1) Factual Questions and (2) Questions for Discussion. The Factual Questions require careful reading for details, while the discussion questions show that interpreting statistics is more than a mathematical exercise. These questions require students to apply good judgment as well as statistical reasoning in arriving at appropriate interpretations. Each exercise covers a limited number of topics, making it easy to coordinate the exercises with lectures or a traditional statistics textbook.
TABLE OF CONTENTS
part Unit 1|25 pages
Basic Descriptions of the Data: Measurement and Frequency
chapter 1.6|4 pages
Nominal and Rank Order Data: Scale of Measurement I
chapter 1.7|4 pages
Interval and Ratio Data: Scale of Measurement II
part Unit 2|28 pages
Describing the Data
chapter 2.5|3 pages
Mean, Standard Deviation, and 95% and 99% Rules
part Unit 3|31 pages
Displaying Data: Visualizing What Is There
part Unit 4|36 pages
Finding Relationships: Association and Prediction
chapter 4.9|5 pages
Multiple Linear Regression
part Unit 5|69 pages
Group Differences with Normal Distributions
chapter 5.7|4 pages
Meta-Analysis with d-Type Effect Size
chapter 5.13|5 pages
Percentage, Standard Error, and 95% Confidence Interval
chapter 5.15|4 pages
Standard Error of the Mean and 95% Confidence Interval
chapter 5.16|4 pages
Standard Error of the Mean and 68%, 95%, and 99% Confidence Intervals
part Unit 6|30 pages
Nonparametric Tests for Group Differences
chapter 6.8|4 pages
Wilcoxon Matched-Pairs Test
part Unit 7|18 pages
Test Construction