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Information
| Unit | INSTITUTE OF NATURAL AND APPLIED SCIENCES |
| ZOOTECHNICS (PhD) | |
| Code | ZO0046 |
| Name | Title: Analysis of Computer Applied Time Series |
| Term | 2024-2025 Academic Year |
| Term | Spring |
| Duration (T+A) | 2-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 2 National Credit |
| Teaching Language | Türkçe |
| Level | Doktora Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | |
| Course Instructor |
Prof. Dr. GÖKHAN TAMER KAYAALP
(Bahar)
(A Group)
(Ins. in Charge)
|
Course Goal / Objective
Model estimation is aimed by using seasonal and time-based data.
Course Content
ARIMA models and Trend analysis constitute the content of this course.
Course Precondition
None
Resources
Unpublished Lecture Text Notes
Notes
Alpar, R. , 2003, Multivariate Statistical Methods
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | The student learns the application locations of time series. |
| LO02 | The student learns the analysis and interpretation of ARIMA models. |
| LO03 | The student learns how to analyze Time series models in statistical package programs such as MINITAB, SAS, SPSS and R. |
| LO04 | Learns multivariate statistical methods. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | After undergraduate education, increases knowledge in one of the fields of animal breeding and breeding, feeds and animal nutrition, biometrics and genetics. | 4 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Understands the interaction between different disciplines | 2 |
| PLO03 | Bilgi - Kuramsal, Olgusal | Gains the ability to develop strategic approaches and produce regional, national or international solutions for the field of animal science | |
| PLO04 | Bilgi - Kuramsal, Olgusal | Gains the ability to develop knowledge with scientific methods by using the data in animal science, and to use this knowledge with the awareness of scientific, social and ethical responsibility. | |
| PLO05 | Bilgi - Kuramsal, Olgusal | Gains the ability to use and develop information technologies with computer software and hardware knowledge required by the field of animal science. | 3 |
| PLO06 | Bilgi - Kuramsal, Olgusal | Gains the ability to convey their own studies or current developments in the field of animal science to groups in the field or other fields of science, verbally and visually. | |
| PLO07 | Bilgi - Kuramsal, Olgusal | Gains the ability to evaluate the quality processes of animal products | |
| PLO08 | Bilgi - Kuramsal, Olgusal | Gains the ability to keep animal production dynamic in accordance with changing economic and social conditions. | |
| PLO09 | Bilgi - Kuramsal, Olgusal | Gains the ability to follow national and international current issues, to follow developments in lifelong learning, science and technology, to constantly renew themselves and to transfer innovations to animal production. | |
| PLO10 | Bilgi - Kuramsal, Olgusal | Hayvansal ürünler ile insan sağlığı ve toplum refahı arasındaki ilişkiyi özümser |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction to time series with computer package programs (SAS) | Source Books | Öğretim Yöntemleri: Anlatım |
| 2 | Introduction to time series with computer package programs (SPSS, ) | Source Books | Öğretim Yöntemleri: Anlatım |
| 3 | ntroduction to time series with computer package programs ( MINITAB) | Source Books | Öğretim Yöntemleri: Anlatım |
| 4 | ntroduction to time series with computer package programs ( R) | Source Books | Öğretim Yöntemleri: Anlatım |
| 5 | Arima Models 1 | Source Books | Öğretim Yöntemleri: Anlatım |
| 6 | Arima Models 2 | Source Books | Öğretim Yöntemleri: Anlatım |
| 7 | Arima Models 3 | Source Books | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 8 | Mid-Term Exam | Source Books | Ölçme Yöntemleri: Yazılı Sınav |
| 9 | Auto correlation analysis 1 | Source Books | Öğretim Yöntemleri: Anlatım |
| 10 | Auto correlation analysis 2 | Source Books | Öğretim Yöntemleri: Anlatım |
| 11 | Auto correlation analysis 3 | Source Books | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 12 | Models of growth curves 1 | Source Books | Öğretim Yöntemleri: Anlatım |
| 13 | Models of growth curves 2 | Source Books | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 14 | Models of Lactation curves | Source Books | Öğretim Yöntemleri: Anlatım |
| 15 | Regression analysis in time series | Source Books | Öğretim Yöntemleri: Anlatım |
| 16 | Term Exams | Source Books | Ölçme Yöntemleri: Yazılı Sınav |
| 17 | Term Exams | Source Books | Ölçme Yöntemleri: Yazılı Sınav |
Assessment (Exam) Methods and Criteria
| Assessment Type | Midterm / Year Impact | End of Term / End of Year Impact |
|---|---|---|
| 1. Midterm Exam | 100 | 40 |
| General Assessment | ||
| Midterm / Year Total | 100 | 40 |
| 1. Final Exam | - | 60 |
| Grand Total | - | 100 |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 2 | 28 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 6 | 84 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 2 | 6 | 12 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 6 | 6 |
| Final Exam | 1 | 12 | 12 |
| Total Workload (Hour) | 142 | ||
| Total Workload / 25 (h) | 5,68 | ||
| ECTS | 6 ECTS | ||