Akademik Dersler - Tanıtım


Code - Course Title	İST539 - Statistical Simulation
Course Type	Elective Courses
Language of Instruction	Türkçe
Laboratory + Practice	3+0
ECTS	7.5
Course Instructor(s)	PROFESÖR DOKTOR İLHAN USTA
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.
Recommended Reading List
Assessment methods and criteria	1 (or 2) Midterm Exam, 1 Final Exam.
Work Placement	N/A
Sustainability Development Goals

Weeks	Topics
Week - 1	System, Model and Simulation Concepts
Week - 2	Random Number Generators; Linear Congruential Generators
Week - 3	Random Number Generators; Non-Linear Generators
Week - 4	Examination of Some of The Properties of The Generated Numbers
Week - 5	Ki-kare, Kolmogorov-Smirnov, Run and Gap Tests
Week - 6	Generation of Random Numbers From Probability Distribution: Inverse Transformation
Week - 7	Generation of Random Numbers From Probability Distribution: Acceptance-Rejection and Decomposition Methods
Week - 8	Simulation of Some Discrete And Continuous Distributions and Matlab Applications: Binom, Poisson, Gamma; Exponantial Distribution
Week - 9	Simulation of Univariate and Multivariate Normal Distribution and Matlab Applications
Week - 10	Simulation for Statistical Inference and Matlab Applications: Parameter Estimation
Week - 11	Simulation for Statistical Inference and Matlab Applications: Hypothesis Test
Week - 12	Bootstrap and Jacknife Methods and Matlab Applications
Week - 13	Monte Carlo Integration
Week - 14	Markov Chain Monte Carlo Simulation

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