Applied Statistics
Publisher: Bookboon
Published: 2013
ISBN-13: 9788740312102
Table of contents: title: Descriptive Statistics; title: Introduction; title: Descriptive Statistics; title: Frequency Distributions; title: Graphical Presentation; title: Summation Notation; title: Numerical Methods for Summarizing Quantitative Data; title: Some Properties of the Numerical Measures of Quantitative Data; title: Other Measures for Quantitative Data; title: Methods of Counting; title: Description of Grouped Data; title: Random Variables and Probability Distributions; title: Introduction; title: Probability; title: Operations and Probability calculation on Events; title: Random Variables; title: Expected Value and Variance of a Random Variable; title: Some Discrete Probability Distributions; title: Normal Distribution; title: Estimation; title: Sampling; title: Point Estimation; title: Interval Estimation; title: Confidence Interval about One Parameter; title: Sample Size Determination; title: Confidence Interval about two Parameters; title: Testing of Statistical Hypotheses; title: Introduction; title: Fundamental Concepts; title: Methods in Testing a Statistical Hypothesis; title: Hypothesis Testing About One Parameter; title: Hypothesis Testing Concerning Two Parameters; title: Simple Linear Regression and Correlation; title: Introduction; title: Regression Models; title: Fitting a straight line (First order Model); title: Correlation; title: Hypothesis Testing in Regression Analysis; title: Confidence Interval on β0 and β1; title: Other Tests and Analysis Of Variance; title: Introduction; title: Goodness-of-Fit Tests; title: Contingency Tables; title: The one-Way Analysis of Variance; title: Appendix A Tables; title: Appendix B Hints and Answers to Exercises; title: Appendix C Understanding The Concepts; title: References