Applied Statistics download free

Content

Preface

1. Descriptive Statistics
   1. Introduction
   2. Descriptive Statistics
   3. Frequency Distributions
   4. Graphical Presentation
   5. Summation Notation
   6. Numerical Methods for Summarizing Quantitative Data
   7. Some Properties of the Numerical Measures of Quantitative Data
   8. Other Measures for Quantitative Data
   9. Methods of Counting
   10. Description of Grouped Data
2. Random Variables and Probability Distributions
   1. Introduction
   2. Probability
   3. Operations and Probability calculation on Events
   4. Random Variables
   5. Expected Value and Variance of a Random Variable
   6. Some Discrete Probability Distributions
   7. Normal Distribution
3. Estimation
   1. Sampling
   2. Point Estimation
   3. Interval Estimation
   4. Confidence Interval about One Parameter
   5. Sample Size Determination
   6. Confidence Interval about two Parameters
4. Testing of Statistical Hypotheses
   1. Introduction
   2. Fundamental Concepts
   3. Methods in Testing a Statistical Hypothesis
   4. Hypothesis Testing About One Parameter
   5. Hypothesis Testing Concerning Two Parameters
5. Simple Linear Regression and Correlation
   1. Introduction
   2. Regression Models
   3. Fitting a straight line (First order Model)
   4. Correlation
   5. Hypothesis Testing in Regression Analysis
   6. Confidence Interval on β and β
6. Other Tests and Analysis Of Variance
   1. Introduction
   2. Goodness-of-Fit Tests
   3. Contingency Tables
   4. The one-Way Analysis of Variance
7. Appendix A Tables
8. References