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Information
| Code | ZO601 |
| Name | Statistical Inference |
| Term | 2024-2025 Academic Year |
| Term | Fall |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Doktora Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. GÖKHAN TAMER KAYAALP |
| Course Instructor |
1 |
Course Goal / Objective
The course aims to interpret statistical methods.
Course Content
The course includes the theory and interpretation of statistical methods.
Course Precondition
None
Resources
Unpublished Lecture Text Notes
Notes
Graybill 1988. Introduction to Statistics
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Learns the theory of statistical methods. |
| LO02 | Learns the places where statistical methods are applied. |
| LO03 | Learns the interpretation of statistical analysis results. |
| LO04 | Learns the use of statistical package programs. |
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. | 5 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Understands the interaction between different disciplines | 4 |
| PLO03 | Bilgi - Kuramsal, Olgusal | Gains the ability to develop strategic approaches and produce regional, national or international solutions for the field of animal science | 3 |
| 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. | 5 |
| 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. | 3 |
| 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 | Coincidence variables, probability distributions | Working from the textbook | |
| 2 | multivariate distributions. | Working from the textbook | |
| 3 | hypothesis testing | Working from the textbook | |
| 4 | Confidence Intervals | Working from the textbook | |
| 5 | likelihood methods | Working from the textbook | |
| 6 | maximum likelihood estimation and likelihood ratio tests | Working from the textbook | |
| 7 | likelihood ratio tests | Working from the textbook | |
| 8 | Mid-Term Exam | Working from the textbook | |
| 9 | marginal conditional and partial likelihoods | Working from the textbook | |
| 10 | Quasi-likelihood and predictive equations | Working from the textbook | |
| 11 | resampling methods, | Working from the textbook | |
| 12 | jackknifing and bootstrapping. | Working from the textbook | |
| 13 | expected values | Working from the textbook | |
| 14 | moment generating functions | Working from the textbook | |
| 15 | transformations between distributions, | Working from the textbook | |
| 16 | Term Exams | Working from the textbook | |
| 17 | Term Exams | Working from the textbook |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 3 | 42 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 5 | 70 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 15 | 15 |
| Final Exam | 1 | 30 | 30 |
| Total Workload (Hour) | 157 | ||
| Total Workload / 25 (h) | 6,28 | ||
| ECTS | 6 ECTS | ||