Overview

Basic Concepts of Statistics:Descriptive Statistics;Hypothesis Testing;Simple Linear Correlation and Regression;Non-Linear Regression;Analysis of Variance;Nonparametric Tests based on Ranks; Advanced Statistical Methods:Multiple Regression and Correlation;Multi-Variate ANOVA;Discriminant Analysis;Factor Analysis;Canonical Correlation and Correspondence Analysis;Logistic Regression;Survival Analysis;Log Linear Methods and Poisson Regression; Design and Analysis for Medical Research:Analysis of Repeated Measurements;Design and Analysis of Sequential Experiments;Design and Analysis for Epidemiological Study;Design and Analysis for Comparative Effectiveness Research;Statistical Methods for Data from Genetic Study;Statistical Methods for Data of Bioinformatics;Design and Analysis for Dignostic and Screening Study;Systematic Review of Medical Literatures and Meta-Analysis;and others;