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EEF 271E
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Course Information
Course Name
Turkish
Olasılık ve İstatistik
English
Probability and Statistics
Course Code
EEF 271E
Credit
Lecture
(hour/week)
Recitation
(hour/week)
Laboratory
(hour/week)
Semester
1
3
3
-
-
Course Language
English
Course Coordinator
Erhan Yumuk
Course Objectives
The aim of this course is to give the basics of probability and statistics. To gain the infrastructure to apply these in estimation theory and communication systems.
Course Description
Basic probability, axioms and elementary theorems, conditional probability, rule of Bayes; random variables and distributions, Binomial, Poisson and Gaussian distributions; mean and variance of a probability distribution. Continuous random variables, discrete random variables, joint probability density functions. Descriptive statistics, sampling theory, estimation theory, test of hypothesis and significance, claims, tests, and conclusions.
Course Outcomes
Students who successfully completed this course will be able to
I. Calculate probability of an outcome in a random experiment including Bayesian
Theory.
II. Obtain the knowledge of the fundamental distributions, apply for advanced
statistics.
III. Do statistical tests and data analyzes.
Pre-requisite(s)
Required Facilities
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