Statistics

Description

Elements of probability theory - Distributions of some useful statistics - Descriptive statistics - Methods of point estimation - Confidence intervals and tests of hypotheses for the mean, the variance and the proportion for one and two samples - Test of Goodness-of-Fit - Contingency tables - Tests of homogeneity - The method of least squares-Regression - Tests of hypotheses and Confidence intervals in simple linear Regression - Simple, multiple and partial correlation coefficient - Analysis of variance - The one-way layout - The two-way layout with and without interaction - Non-parametric methods - Kolmogorov-Smirnov tests, runs tests, rank tests and sign tests for one and two samples - Tests concerning k>2 independent and dependent samples - The Spearman correlation coefficient - Applications using statistical packages.

Books: 
Στατιστική Θεωρία & Εφαρμογές των Φ. Κολυβά-Μαχαίρα, Ε. Μπόρα-Σέντα.
Στατιστική, Περιληπτική Θεωρία-Ασκήσεις του Ν. Φαρμάκη
Semester: 
Units: 
4
Credit Units (ECTS): 
7.0
Hours: 
5ώρες
ID: 
0503
Course Type: 
Prerequisites: 
X