TIME & PLACE: spring 2011 (March 3 - April 29):

lectures on Thursdays 12¹⁵-14 Kreutzwaldi 5, 2A12.
practicals on Fridays 9¹⁵-13 (group A) and 13¹⁵-17 (group B) Kreutzwaldi 5, 2A10.

TOPICS:

• Data managing and databases
• Descriptive statistics, frequency tables, diagrams
• Theoretical distributions
• Population and sample, parameters' estimation, accuracy of estimates
• Confidence and tolerance interval
• Hypothesis testing, statistical significance
• Comparison of means
• Relationships between variables - description and testing (correlation analysis, chi-square test, Fisher exact test)
• Regression analysis, analysis of variance
• General linear models (reparametrisation, contrasts, repeated measures, fixed and random factors)
• Analysis if binary traits (logistic and probit regression, odds ratio, ROC analysis)
• Power analysis, sample size calculation
• Multivariate statistics (principal components analysis, cluster analysis, ...)
• Statistics in scientific papers
• Software MS Excel and R.