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Elementary Statistics: A Step By Step Approach 11th Edition 9781265248123

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Elementary Statistics: A Step by Step Approach was written as an aid in the beginning statistics course to students whose mathematical background is limited to basic algebra. The book follows a non-theoretical approach without formal proofs, explaining concepts intuitively and supporting them with abundant examples. The applications span a range of topics, including problems in business, sports, health, architecture, education, entertainment, political science, psychology, history, criminal justice, the environment, transportation, physical sciences, demographics, and travel.

The text is strengthened by its offering in ALEKS, now featuring Custom Question Authoring, Video Assignments, interactive tools, and more!


is a course assistant that helps math instructors forge Constructive Learning Paths for their students – blending personalized modules with instructor-driven assignments to ensure every student always has another block to build on their knowledge base.

Table of contents

CHAPTER 1: The Nature of Probability and Statistics

CHAPTER 2: Frequency Distributions and Graphs

CHAPTER 3: Data Description

CHAPTER 4: Probability and Counting Rules

CHAPTER 5: Discrete Probability Distributions

CHAPTER 6: The Normal Distribution

CHAPTER 7: Confidence Intervals and Sample Size

CHAPTER 8: Hypothesis Testing

CHAPTER 9 : Testing the Difference Between Two Means, Two Proportions, and Two Variances

CHAPTER 10: Correlation and Regression

CHAPTER 11: Other Chi-Square Tests

CHAPTER 12: Analysis of Variance

CHAPTER 13: Nonparametric Statistics

CHAPTER 14: Sampling and Simulation


A Tables

B Data Bank

C Glossary

D Selected Answers

E Important Formulas