|
Kreutzwaldi 62, A-213
![](http://www.eau.ee/~ktanel/email.gif)
|
|
Loengukursused -> Matemaatiline statistika ja modelleerimine
Mathematical statistics and modelling
[Matemaatiline
statistika ja modelleerimine] ![](../est.gif)
(DK.0007; 5 EAP; autumn)
EMÜ
Doctoral School
|
|
|
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.
|
|