Description of Individual Course Units
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Offered By |
Faculty Of Science |
Level of Course Unit |
First Cycle Programmes (Bachelor's Degree) |
Course Coordinator |
PROFESSOR DOCTOR BURCU HÜDAVERDI AKTAŞ |
Offered to |
Biology |
Course Objective |
The principal objective of the course is to give fundamental knowledge of serially dependent observations, mathematical models for such data as well as introduction and use of tools to identify and estimate such models. The course will cover time series decomposition, smoothing techniques, linear time series models; stationary ARMA and multiplicative SARMA classes, non-stationary ARIMA and multiplicative SARIMA classes. The students will have the knowledge in identifying systematic pattern of time series data and also they can apply the techniques which they have learned in this course for forecasting and long term plans. The students will use R, Minitab, SPSS statistical packages for computation, visualization, and analysis of time series data. |
Learning Outcomes of the Course Unit |
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Mode of Delivery |
Face -to- Face |
Prerequisites and Co-requisites |
None |
Recomended Optional Programme Components |
None |
Course Contents |
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Recomended or Required Reading |
Textbook(s): |
Planned Learning Activities and Teaching Methods |
Lecture format, built around the textbook readings and R/SSPSS/Minitab statistical package applications with examples chosen to illustrate theoretical concepts. Applications and examples. Questions and discussion are encouraged. Lecture, project and presentation. |
Assessment Methods |
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Further Notes About Assessment Methods |
None |
Assessment Criteria |
Evaluation of project and exams |
Language of Instruction |
English |
Course Policies and Rules |
Attendance to at least 70% for the lectures is an essential requirement of this course and is the responsibility of the student. It is necessary that attendance to the lecture and homework delivery must be on time. Any unethical behaviour that occurs either in presentations or in exams will be dealt with as outlined in school policy. |
Contact Details for the Lecturer(s) |
Contact Details for the Instructor: |
Office Hours |
To be announced. |
Work Placement(s) |
None |
Workload Calculation |
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Contribution of Learning Outcomes to Programme Outcomes |
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