GAZI UNIVERSITY INFORMATION PACKAGE - 2019 ACADEMIC YEAR

COURSE DESCRIPTION

MULTIVARIATE STATISTICAL ANALYSIS/5080004

Course Title:	MULTIVARIATE STATISTICAL ANALYSIS
Credits	3	ECTS	7.5
Semester	1	Compulsory/Elective	Compulsory

COURSE INFO

-- LANGUAGE OF INSTRUCTION

Turkish

-- NAME OF LECTURER(S)

Prof. Aydin UNSAL

-- WEB SITE(S) OF LECTURER(S)

http://websitem.gazi.edu.tr/site/aunsal

-- EMAIL(S) OF LECTURER(S)

aunsal@gazi.edu.tr

-- LEARNING OUTCOMES OF THE COURSE UNIT

Learns Theory of Multivariate Statistical Methods.
Learns Application of Multivariate Statistical Methods.
Makes Statistical İnference

-- MODE OF DELIVERY

The mode of delivery of this course is Face to face

-- PREREQUISITES AND CO-REQUISITES

There is no prerequisite or co-requisite for this course.

-- RECOMMENDED OPTIONAL PROGRAMME COMPONENTS

There is no recommended optional programme component for this course.

--COURSE CONTENT
1. Week	Intorduction Matrix Algebra
2. Week	Continuous univariate distributions
3. Week	The Multivariate Normal Distribution
4. Week	Multivariate Hypothesis Testing
5. Week	Multivariate Hypothesis Testing
6. Week	Principal Component Analysis
7. Week	Principal Component Analysis
8. Week	Midterm
9. Week	Factor Analysis
10. Week	Factor Analysis
11. Week	Canonical Correlation
12. Week	Discriminant Analysis
13. Week	Logistic Regression
14. Week	Cluster Analysis
15. Week	Cluster Analysis
16. Week	Final Exam

-- RECOMMENDED OR REQUIRED READING

1. Applied Multivariate Statistical Analysis, Richard A. Johnson & Dean W. Wichern, 2002 2. An Introduction to Multivariate Statistical Analysis, An

-- PLANNED LEARNING ACTIVITIES AND TEACHING METHODS

Lecture, Question & Answer, Demonstration, Drill - Practise

-- WORK PLACEMENT(S)

None

-- ASSESSMENT METHODS AND CRITERIA

	Quantity	Percentage
Mid-terms	0	0
Assignment	0	0
Exercises	0	0
Projects	1	40
Practice	0	0
Quiz	0	0
Contribution of In-term Studies to Overall Grade		40
Contribution of Final Examination to Overall Grade		60

-- WORKLOAD

Efficiency	Total Week Count	Weekly Duration (in hour)	Total Workload in Semester
Theoretical Study Hours of Course Per Week	14	3	42
Practising Hours of Course Per Week	0	0	0
Reading	14	2	28
Searching in Internet and Library	14	3	42
Designing and Applying Materials	0	0	0
Preparing Reports	14	2	28
Preparing Presentation	14	2	28
Presentation	1	2	2
Mid-Term and Studying for Mid-Term	0	0	0
Final and Studying for Final	14	2	28
Other			0
TOTAL WORKLOAD:			198
TOTAL WORKLOAD / 25:			7.92
ECTS:			7.5

-- COURSE'S CONTRIBUTION TO PROGRAM

Gazi University