"Significant (P < 10e-12) improvements to this work resulted from the reviewers' comments."

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Loengukursused -> Matemaatiline statistika ja modelleerimine


Mathematical statistics and modelling
[Matemaatiline statistika ja modelleerimine]

(DK.0007; 5 EAP; autumn)
EMÜ Doctoral School


Course info

Lectures Practicals Exam Links

TIME & PLACE: autumn 2018 (September - October):

lectures on Fridays 915-13 Kreutzwaldi 62, A122 (no lecture at September 28).
practicals on Tuesdays 815-12 (group A) and 1215-16 (group B) Kreutzwaldi 62, B213.

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.