Akademik Dersler - Tanıtım


Code - Course Title	İST457 - Multivariate Statistics
Course Type	Required Courses
Language of Instruction	Türkçe
Laboratory + Practice	4+1
ECTS	6.0
Course Instructor(s)
Mode of Delivery	The mode of delivery of this course is face to face.
Prerequisites	There is no prerequisite or co-requisite for this course.
Courses Recomended	There is no recommended optional programme component for this course.
Required or Recommended Resources	---
Recommended Reading List	Applied Multivariate Statistical Analysis, Johnson and Wichern, 2004.
Assessment methods and criteria	2 Mid-term and 1 Final Exams. Exams will be applied by classical method.
Work Placement	Not available.
Sustainability Development Goals

Weeks	Topics
Week - 1	Organization of data set
Week - 2	Mean vector and covariance matrix
Week - 3	Multivariate Normal Distribution
Week - 4	Multivariate hypothesis testing
Week - 5	Hotelling's T2
Week - 6	MANOVA
Week - 7	MANOVA
Week - 8	Principal components analysis
Week - 9	Factor analysis
Week - 10	Factor analysis
Week - 11	Canonical correlation analysis
Week - 12	Discriminant analysis
Week - 13	Cluster analysis
Week - 14	Multivariate Multiple Regression Analysis

Assessment Method and Passing Requirements
	Quamtity	Percentage (%)
Toplam (%)		0