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MAT 343E
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Course Information
Course Name
Turkish
Zaman Serileri Analizi
English
Time Series Analysis
Course Code
MAT 343E
Credit
Lecture
(hour/week)
Recitation
(hour/week)
Laboratory
(hour/week)
Semester
1
3
3
-
-
Course Language
English
Course Coordinator
Ayşe Hümeyra Bilge
Course Objectives
To learn the determeinistic and stochastic modeling, prediction and forecast of time series. Apply the methods to specific examples with MATLAB and report results. Collect data, apply the methods and report the results.
Course Description
Zaman serileri çeşitli fiziksel ve ekonomik olayların incelenmesinde ortaya çıkmaktadır. Derste zaman serilerinin deterministik ve stokastik bileşenlerinin incelenmesi, modellenmesi öngörüsü ve kestirimi incelenecektir.
Course Outcomes
1. Collecting digitized time series data, graphing with MATLAB and reporting.
2. Making finite dimensinal trend models with MATLAB
3. Modeling periodic variations, using Fourier series and Fourier transforms
4. Modeling the stochastic variations in time series, building the standart models for financial time series.
Pre-requisite(s)
None
Required Facilities
Computer lab, access to internet
Other
Textbook
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