George Mason University

 

597: Approaches to Data Analysis

Welcome to the home page of the HSCI 597 course.  At this site, you will find audio, video and text-based lectures on statistics and its application to healthcare. 

          Lectures

  1. Introduction

  2. Univariate descriptive statistics

  3. Measures of central tendency & Variability

  4. Normal distributions & standard scores

  5. Bivariate descriptive statistics

  6. Inferential statistics: Normal distribution

  7. Hypothesis testing using student-t distribution

  8. Comparing the means of two populations

  9. Comparing the means of dependent samples

  10. Means of three or more independent samples

  11. Pearson product moment correlation

  12. Regression and prediction

  13. Measures of association for Nominal data

  14. Nonparametric tests