Course Information

Course Name	Turkish	İleri Istatistiksel Analiz
	English	Advanced Statistical Analysis
Course Code	END 513	Credit	Lecture (hour/week)	Recitation (hour/week)	Laboratory (hour/week)
Semester	1	3	3	-	-
Course Language		Turkish
Course Coordinator		Umut Asan
Course Objectives		The students will 1-Learn to model complex multivariate problems 2-Learn the statistical techniques used for analyzing uni- and multivariate data in detail 3-Learn to interpret the results and test the validity of multivariate data analyses 4-Learn to perform multivariate statistical analyses with software packages 5-Get an overview of the applications of advanced statistical techniques in different fields of industrial engineering
Course Description		This course involves advanced statistical techniques used for analyzing and interpreting data in different fields of industrial engineering: Basic Concepts, Sampling Plans and Procedures, Measurement, Overview of the Techniques, Linear Regression Analysis, Multiple Linear Regression Analysis, Dummy Variable and Nonlinear Regression Analysis, Moderator & Mediator Variables, Resampling, Maximum Likelihood and the EM Algorithm, Analysis of Variance and Experimental Design, Multivariate Analysis of Variance, Principle Component Analysis, Hierarchical Clustering Methods, Nonhierarchical Clustering Methods
Course Outcomes
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Required Facilities
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Textbook
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