Applied Statistics
Publisher: Bookboon.com
Published: 2013
Table of contents: title: Content; title: Preface; title: 1. Descriptive Statistics; title: 1.1. Introduction; title: 1.2. Descriptive Statistics; title: 1.3. Frequency Distributions; title: 1.4. Graphical Presentation; title: 1.5. Summation Notation; title: 1.6. Numerical Methods for Summarizing Quantitative Data; title: 1.7. Some Properties of the Numerical Measures of Quantitative Data; title: 1.8. Other Measures for Quantitative Data; title: 1.9. Methods of Counting; title: 1.10. Description of Grouped Data; title: 2. Random Variables and Probability Distributions; title: 2.1. Introduction; title: 2.2. Probability; title: 2.3. Operations and Probability calculation on Events; title: 2.4. Random Variables; title: 2.5. Expected Value and Variance of a Random Variable; title: 2.6. Some Discrete Probability Distributions; title: 2.7. Normal Distribution; title: 3. Estimation; title: 3.1. Sampling; title: 3.2. Point Estimation; title: 3.3. Interval Estimation; title: 3.4. Confidence Interval about One Parameter; title: 3.5. Sample Size Determination; title: 3.6. Confidence Interval about two Parameters; title: 4. Testing of Statistical Hypotheses; title: 4.1. Introduction; title: 4.2. Fundamental Concepts; title: 4.3. Methods in Testing a Statistical Hypothesis; title: 4.4. Hypothesis Testing About One Parameter; title: 4.5. Hypothesis Testing Concerning Two Parameters; title: 5. Simple Linear Regression and Correlation; title: 5.1. Introduction; title: 5.2. Regression Models; title: 5.3. Fitting a straight line (First order Model); title: 5.4. Correlation; title: 5.5. Hypothesis Testing in Regression Analysis; title: 5.6. Confidence Interval on β and β; title: 6. Other Tests and Analysis Of Variance; title: 6.1. Introduction; title: 6.2. Goodness-of-Fit Tests; title: 6.3. Contingency Tables; title: 6.4. The one-Way Analysis of Variance; title: 7. Appendix A Tables; title: 8. References