Akademik Dersler - Tanıtım


Code - Course Title	İST551 - Applied Multivariate Statistical Analysis
Course Type	Elective Courses
Language of Instruction	Türkçe
Laboratory + Practice	3+0
ECTS	7.5
Course Instructor(s)	DOÇENT DOKTOR ÖZER ÖZDEMİR
Mode of Delivery	The mode of delivery of this course is face to face.
Prerequisites	There is no prerequisites or requisites for this course.
Courses Recomended	There is no recommended optimal programme component for this course.
Required or Recommended Resources	Applied Multivariate Statistical Analysis, Johson and Wichern, Pearson Ed., USA
Recommended Reading List	Applied Multivariate Statistical Analysis, Johson and Wichern, Pearson Ed., USA
Assessment methods and criteria	1 midterm, homework, final exam.
Work Placement	N/A
Sustainability Development Goals

Weeks	Topics
Week - 1	Basic Concepts
Week - 2	Situations for Simple Linear Regression and Multivariate Regression
Week - 3	Analysis of Multivariate Regression Models
Week - 4	Computer Applications of Multivariate Regression Models
Week - 5	Factor Analysis
Week - 6	Principal Component Analysis: Dimensionality Reduction
Week - 7	Logistic Regression
Week - 8	Binary Models(logit, probit,tobit)
Week - 9	Canonical Correlation Analysis
Week - 10	Discriminant Analysis
Week - 11	Clustering Analysis
Week - 12	Clustering Analysis: Hierarchical Methods
Week - 13	Clustering Analysis: Nonhierarchical Methods
Week - 14	General Evaluation of Multivariate Statistical Methods and Applications with Package Programs

Assessment Method and Passing Requirements
	Quamtity	Percentage (%)
2.Midterm Exam	1	30
Homework	1	20
Final Exam	1	50
Toplam (%)		100