ΠΑΝΕΠΙΣΤΗΜΙΟ ΙΩΑΝΝΙΝΩΝ - ΤΜΗΜΑ ΠΛΗΡΟΦΟΡΙΚΗΣ SITE MAP | uoi ΕΛΛΗΝΙΚΑ | uoi ENGLISH
Probability and Statistics

(Undergraduate Course)

 

COURSE_ID:
MYY304
WEEKLY HOURS:
4, 1, 0
SEMESTER:
3
COURSE UNITS:
5
ECTS CREDITS:
6.00
YEAR 2018/2019:
YES
PREREQUISITE:
-
DESCRIPTION:

Fundamentals of probability: Definition of sample space, axiomatic and relative frequency definitions of probability, Probability theorems, compound and conditional probability, independence of events, Bayes theorem, Random variables, probability density and distribution functions, expected value and variance , Gaussian distribution and its properties. Multivariate random variables, marginal distributions, conditional distributions, correlation, correlation coefficient, functions of one and many random variables, Moments, moment function, characteristic function. Laws of large numbers, central limit theorem.

Inferential statistics, statistical functions, point estimation, confidence intervals, hypothesis testing.
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©2010 DEPARTMENT OF style="font-size: 0.1px;">COMPUTER SCIENCE style="font-size: 0.1px;">& ENGINEERING style="font-size: 0.1px;">UNIVERSITY style="font-size: 0.1px;">OF style="font-size: 0.1px;">IOANNINA