TÜRKÇE
ENGLISH
Information
| Code | BT532 |
| Name | |
| Term | 2023-2024 Academic Year |
| Term | Spring |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Yüksek Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. GÖKHAN TAMER KAYAALP |
| Course Instructor |
1 |
Course Goal / Objective
Repeated measured trials of biological data are frequently used in biotechnology. It is aimed to explain the process from the establishment of such experiments to the statistical analysis to the students.
Course Content
The content of the course includes statistical analysis of repeated measured trial plans.
Course Precondition
None
Resources
Unpublished Lecture Text Notes
Notes
Alpar, R. , 2003, Multivariate Statistical Methods
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Learns synthesis and analysis. |
| LO02 | Knows which statistical analysis methods will be applied to the data obtained from biotechnology. |
| LO03 | Learns the use of package programs. |
| LO04 | Learns multivariate statistical methods. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Based on the undergraduate level qualifications, develops and deepens the knowledge in the same or different field at the level of expertise and analyzes and interprets them using statistical methods. | 5 |
| PLO02 | Beceriler - Bilişsel, Uygulamalı | To identifiy the interdisciplinary interaction of the field and to solve use of the methods. | |
| PLO03 | Beceriler - Bilişsel, Uygulamalı | Interpret the knowledge gained in the field by integrating the information from different disciplines and creates new information | 3 |
| PLO04 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Develops new strategic approaches for solving complex problems that are encountered in applications related to the field. | 4 |
| PLO05 | Yetkinlikler - Öğrenme Yetkinliği | To teach the social, scientific, cultural and ethical values during the collection, interpretation, implementation and announcement of the data related to the field. | |
| PLO06 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | To solve the problems encountered in the field and cominicate by using research methods. | |
| PLO07 | Yetkinlikler - Alana Özgü Yetkinlik | To gain the ability to develop and deepen the knowledge in the field of biotechnology | 4 |
| PLO08 | Yetkinlikler - Alana Özgü Yetkinlik | Establishes functional interaction by using strategic decision-making processes in solving the problems encountered in the field. | |
| PLO09 | Yetkinlikler - Öğrenme Yetkinliği | Knows the ethical rules to be considered while obtaining biotechnological products. | |
| PLO10 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | He / she defends his / her original opinions in discussing the subjects in his / her field and establishes an effective communication showing his / her competence in the field. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Single variable methods | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 2 | Analysis of Single variable methods in SPSS Program | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 3 | Multivariate analysis of variance | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 4 | Multivariate analysis of variance with the SPSSprogram | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 5 | Repeated Analysis of Measured Variance | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 6 | Repeated Measured Analysis of Variance with SPSS Program | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 7 | Linear Mixed Models | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 8 | Linear Mixed Models with SPSS Program | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 9 | Weighted Least Squares Analysis of Repeated Categorical Data | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 10 | Weighed Least Squares Analysis of Repetitive Categorical Data in SPSS Program | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 11 | Single Sample Repeated Measurement Trials | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 12 | Analysis of Single Sample Repeated Measurement Trials in SPSS Program | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 13 | Non-Parametric Methods | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 14 | Non-Parametric Methods in SPSS Programs | Working Text Book | Öğretim Yöntemleri: Anlatım |
| 15 | Mid Term Exam | Working Text Book | Ölçme Yöntemleri: Ödev |
| 16 | Final Exam | Working Text Book | Ölçme Yöntemleri: Ödev |
| 17 | Final Exam | Working Text Book | Ölçme Yöntemleri: Ödev |
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 | ||