Elementary Statistics ISE

Elementary Statistics: A Brief Version, 8e

Chapter 1: The Nature of Probability and Statistics

1.1, Descriptive and Inferential Statistics

1.2, Variables and Types of Data

1.3, Data Collection and Sampling Techniques

1.4, Experimental Design

1.5, Computers and Calculators

Chapter 2: Frequency Distributions and Graphs

2.1, Organizing Data

2.2, Histograms, Frequency Polygons, and Ogives

2.3, Other Types of Graphs

2.4, Paired Data and Scatter Plots

Chapter 3: Data Description

3.1, Measures of Central Tendency

3.2, Measures of Variation

3.3, Measures of Position

3.4, Exploratory Data Analysis

Chapter 4: Probability and Counting Rules

4.1, Sample Spaces and Probability

4.2, The Addition Rules for Probability

4.3, The Multiplication Rules and Conditional Probability

4.4, Counting Rules

4.5, Probability and Counting Rules

Chapter 5: Discrete Probability Distributions

5.1, Probability Distributions

5.2, Mean, Variance, Standard Deviation, and Expectation

5.3, The Binomial Distribution

Chapter 6: The Normal Distribution

6.1, Normal Distributions

6.2, Applications of the Normal Distributions

6.3, The Central Limit Theorem

6.4, The Normal Approximation to the Binomial Distribution

Chapter 7: Confidence Intervals and Sample Size

7.1, Confidence Intervals

7.2, Confidence Intervals for the Mean When ? Is Known

7.3, Confidence Intervals for the Mean When ? Is Unknown

7.4, Confidence Intervals and Sample Size for Proportions

7.5, Confidence Intervals for Variances and Standard Deviations

Chapter 8: Hypothesis Testing

8.1, Steps in Hypothesis Testing – Traditional Method

8.2, z Test for a Mean

8.3, t Test for a Mean

8.4, z Test for a Proportion

8.5, Chi-Square Test for a Variance or Standard Deviation

8.6, Additional Topics Regarding Hypothesis Testing

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

9.1, Testing the Difference Between Two Parameters

9.2, Testing the Difference Between Two Means: Using the z Test

9.3, Testing the Difference Between Two Means of Independent Samples: Using the t Test

9.4, Testing the Difference Between Two Means: Dependent Samples

9.5, Testing the Difference Between Two Proportions

9.6, Testing the Difference Between Two Variances

Chapter 10: Correlation and Regression

10.1, Correlation

10.2, Regression

10.3, Coefficient of Determination and Standard Error of the Estimate

Chapter 11: Chi-Square and Analysis of Variance (ANOVA)

11.1, Test for Goodness of Fit

11.2, Test Using Contingency Tables

11.3, Analysis of Variance (ANOVA)

Appendix A: Tables

Appendix B: Data Bank

Appendix C: Glossary

Appendix D: Selected Answers

Additional Topics Online

Algebra Review

Writing the Research Report

Bayes' Theorem

Alternate Approach to the Standard Normal Distribution

Elementary Statistics: A Brief Version was written as an aid in the beginning Statistics course for students whose mathematical background is limited to basic algebra. The book follows a nontheoretical approach without formal proofs, explaining concepts intuitively and supporting them with abundant examples. The applications span a broad range of topics including problems in business, sports, health architecture, education, entertainment, political science, psychology, history, criminal justice, and many more. While a number of important changes have been made in this next edition, the learning system remains untouched and provides students with a useful framework in which to learn and apply concepts.