Course Information

Course Name	Turkish	Olasılık ve İstatistik
	English	Probability and Statistics
Course Code	MAT 271E	Credit	Lecture (hour/week)	Recitation (hour/week)	Laboratory (hour/week)
Semester	4	3	3	-	-
Course Language		English
Course Coordinator		Ata Bilgili
Course Objectives		Inform and teach to engineering students the main probability and statistical methods with techniques for gaining interpretation of their interesting area data.
Course Description		Product rule, permutation, combination, concept of probability (Kolmogorov axioms). Conditional probability and independency. Random variables. Probability density function. Distribution function. Discrete distributions; Bernoulli, Binomial, Poisson. Continuous distributions; Normal, Gamma and Exponential. Expectation, moment generating function, mean, variance, standard deviation, covariance, correlation, Chebchev’s Inequality. Estimator and its properties. Maximum likelihood estimators. Confidence intervals, Hypothesis testing. One and two sample test for means, Regression.
Course Outcomes		Students who pass the course will be able to; I. Solve permutation and combination problems II. Graps the probability, conditional probabilities and random variables concepts. III. Solving reel life problems in the engineering by using statistical methods IV. Understand details about the probability functions and apply them to engineering problems V. Compute the measures of central tendency and dispersion VI. Understand the statistical tests VII. Construct One and two sample test for means and do the test VIII. Learn and apply regression analysis
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