Akademik Dersler - Tanıtım


Code - Course Title	İST531 - Linear Models
Course Type	Required Courses
Language of Instruction	Türkçe
Laboratory + Practice	3+0
ECTS	7.5
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	It is suggested for students to take İST 307 Regression analysis course.
Recommended Reading List
Assessment methods and criteria	1 Mid-term, 1 Final exam
Work Placement	N/A
Sustainability Development Goals

Weeks	Topics
Week - 1	Some fundamental mathematical concepts
Week - 2	Matrix, determinant and quadratic forms
Week - 3	derivation of matrix and vector
Week - 4	Idemptent matrix
Week - 5	Multivariate normal distribution
Week - 6	Noncentral Chi-square distribution
Week - 7	Noncentral F distribution
Week - 8	Distribution of quadratic forms
Week - 9	Expectation of quadratic forms and indepentence of quadratic forms
Week - 10	Linear models
Week - 11	Application of linear models
Week - 12	Application of linear models
Week - 13	Interval estimator for linear models
Week - 14	hypothesis tests for linear models

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