Elementary Statistics

Picturing the World -- ACCUMULATOR

Ron Larson, Betsy Farber (Autoren)

2019 | 7th edition
Pearson (Hersteller)
978-0-13-468362-1 (ISBN)

Autor

Ron Larson received his Ph.D. in mathematics from the University of Colorado in 1970. At that time he accepted a position with Penn State University, and he currently holds the rank of professor of mathematics at the university. Larson is the lead author of more than two dozen mathematics textbooks that range from 6th grade through calculus levels. Many of his texts, such as the 10th edition of his calculus text, are leaders in their markets. Larson is also one of the pioneers in the use of multimedia and the Internet to enhance the learning of mathematics. He has authored multimedia programs, extending from the elementary school through calculus levels. Larson is a member of several professional groups and is a frequent speaker at national and regional mathematics meetings. Many thanks to Betsy Farber for her significant contributions to previous editions of the text. Sadly, Betsy passed away in 2013. She received her Bachelor’s degree in mathematics from Penn State University and her Master’s degree in mathematics from the College of New Jersey. Betsy taught all levels of mathematics at Bucks County Community College in Newtown, Pennsylvania for many years. She made many notable contributions throughout her career to developing new ways to make statistics relevant and interesting for both online and traditional students.

Inhalt

Table of Contents I. DESCRIPTIVE STATISTICS

Introduction to Statistics

1.1 An Overview of Statistics
1.2 Data Classification
1.3 Data Collection and Experimental Design


Descriptive Statistics

2.1 Frequency Distributions and Their Graphs
2.2 More Graphs and Displays
2.3 Measures of Central Tendency
2.4 Measures of Variation
2.5 Measures of Position



II. PROBABILITY AND PROBABILITY DISTRIBUTIONS

Probability

3.1 Basic Concepts of Probability and Counting
3.2 Conditional Probability and the Multiplication Rule
3.3 The Addition Rule
3.4 Additional Topics in Probability and Counting


Discrete Probability Distributions

4.1 Probability Distributions
4.2 Binomial Distributions
4.3 More Discrete Probability Distributions


Normal Probability Distributions

5.1 Introduction to Normal Distributions and the Standard Normal Distribution
5.2 Normal Distributions: Finding Probabilities
5.3 Normal Distributions: Finding Values
5.4 Sampling Distributions and the Central Limit Theorem
5.5 Normal Approximations to Binomial Distributions



III. STATISTICAL INFERENCE

Confidence Intervals

6.1 Confidence Intervals for the Mean (S Known)
6.2 Confidence Intervals for the Mean (S Unknown)
6.3 Confidence Intervals for Population Proportions
6.4 Confidence Intervals for Variance and Standard Deviation


Hypothesis Testing with One Sample

7.1 Introduction to Hypothesis Testing
7.2 Hypothesis Testing for the Mean (S Known)
7.3 Hypothesis Testing for the Mean (S Unknown)
7.4 Hypothesis Testing for Proportions
7.5 Hypothesis Testing for Variance and Standard Deviation


Hypothesis Testing with Two Samples

8.1 Testing the Difference Between Means (Independent Samples, S1 and S2 Known)
8.2 Testing the Difference Between Means (Independent Samples, S1 and S2 Unknown)
8.3 Testing the Difference Between Means (Dependent Samples)
8.4 Testing the Difference Between Proportions



IV. MORE STATISTICAL INFERENCE

Correlation and Regression

9.1 Correlation
9.2 Linear Regression
9.3 Measures of Regression and Prediction Intervals
9.4 Multiple Regression


Chi-Square Tests and the F-Distribution

10.1 Goodness-of-Fit Test
10.2 Independence
10.3 Comparing Two Variances
10.4 Analysis of Variance


Nonparametric Tests (Web Only)*

11.1 The Sign Test
11.2 The Wilcoxon Tests
11.3 The Kruskal-Wallis Test
11.4 Rank Correlation
11.5 The Runs Test



* Available at www.pearson.com/math-stats-resources and in MyLab Statistics.

APPENDICES

Appendix A: Alternative Presentation of the Standard Normal Distribution
Appendix B: Tables
Appendix C: Normal Probability Plots

Produkt-Details

• Erscheint lt. Verlag: 28.8.2019
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• ISBN-10: 0-13-468362-5 / 0134683625
• ISBN-13: 978-0-13-468362-1 / 9780134683621
• Zustand: Neuware