Course Information

Course Name	Turkish	İstatistik
	English	Statistics
Course Code	MAT 244E	Credit	Lecture (hour/week)	Recitation (hour/week)	Laboratory (hour/week)
Semester	-	3	3	-	-
Course Language		English
Course Coordinator		Gül İnan
Course Objectives		This course aims to: To provide the concepts of sampling and sampling distributions. To provide the applications of point estimation, confidence interval and hypothesis testing . To provide the applications of regression analysis and analysis of variance.
Course Description		This course is an introductory level statistics course on introducing following concepts: sampling from a normal distribution, maximum likelihood estimation, asymptotic properties of maximum likelihood estimators, confidence intervals and pivotal quantities, testing statistical hypothesis and test statistics, optimal tests, powerful tests: power function, Neyman-Pearson theorem, likelihood ratio tests, sufficient statistics, simple linear regression and correlation, analysis of variance.
Course Outcomes		A student who completed this course successfully is expected to: Use sampling distributions, Estimation and properties of estimators, Evaluate confidence interval, testing hypothesis, Optimal tests, powerful tests, Compute regression and correlations of data, Use variance analysis, Get familiar with Python SciPy and statsmodels libraries. immediately following the course, and/or a few months after the course.
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