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Information
| Code | ELT806 |
| Name | Statistical Analysis in ELT |
| Term | 2023-2024 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. AHMET DOĞANAY |
| Course Instructor |
1 |
Course Goal / Objective
The main purpose of this course is identifying the appropriate multivariate statistical technique related to problems, entering the data appropriately and gaining skills to interpretate and present by analysing
Course Content
Assumptions of multivariate statistical techniques, Simple and multiple linear regression, Logistic regression, Two-way ANOVA for mixed measures, Multivariate ANOVA (MANOVA), Factor analysis,Discriminant analysis
Course Precondition
None
Resources
Çokluk, Ö., Şekercioğlu, G. ve Büyüköztürk, Ş. (2010). Sosyal bilimler için çok değişkenli istatistik: SPSS ve LISREL uygulamaları. Ankara: Pegem Akademi.
Notes
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Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Identifies the appropriate multivariate statistical technique related to problems. |
| LO02 | Enters the data appropriately. |
| LO03 | Analyses the data appropriately. |
| LO04 | Interpretates the finding appropriately. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | The students can critically analyze language learning theories | 2 |
| PLO02 | Bilgi - Kuramsal, Olgusal | The students can develop themselves professionally | |
| PLO03 | Bilgi - Kuramsal, Olgusal | The students can critically evaluate the research studies in the field | 4 |
| PLO04 | Bilgi - Kuramsal, Olgusal | The students can join in collaborative team work | 4 |
| PLO05 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | The students can present his knowledge and share his experience in the field | |
| PLO06 | Beceriler - Bilişsel, Uygulamalı | The students can think creatively to construct novice ideas | 3 |
| PLO07 | Yetkinlikler - Öğrenme Yetkinliği | The students can apply scientific research methods in novel studies | 5 |
| PLO08 | Bilgi - Kuramsal, Olgusal | The students can be aware of the ethical issues in their research studies | 4 |
| PLO09 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | The students can discuss their arguments with evidence | |
| PLO10 | Beceriler - Bilişsel, Uygulamalı | The students can implement higher order thinking skills in solving problems | 3 |
| PLO11 | Bilgi - Kuramsal, Olgusal | The students can contribute to their fields by publishing their studies in journals | 4 |
| PLO12 | Yetkinlikler - Öğrenme Yetkinliği | The students can contribute to the goal of becoming an intellectual community |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Assumptions of multivariate statistical techniques | Searching related sources. | |
| 2 | Assumptions of multivariate statistical techniques 2 | Searching related sources. | |
| 3 | Simple and multiple linear regression | Searching related sources. | |
| 4 | Simple and multiple linear regression 2 | Searching related sources. | |
| 5 | Logistic regression | Searching related sources. | |
| 6 | Logistic regression 2 | Searching related sources. | |
| 7 | Two-way ANOVA for mixed measures | Searching related sources. | |
| 8 | Midterm Exam | Exam preparation | |
| 9 | Two-way ANOVA for mixed measures 2 | Searching related sources. | |
| 10 | Multivariate ANOVA (MANOVA) | Searching related sources. | |
| 11 | Multivariate ANOVA (MANOVA) 2 | Searching related sources. | |
| 12 | Factor analysis | Searching related sources. | |
| 13 | Factor analysis 2 | Searching related sources. | |
| 14 | Factor analysis 3 | Searching related sources. | |
| 15 | Discriminant analysis | Searching related sources. | |
| 16 | Discriminant analysis 2 | Searching related sources. | |
| 17 | Final Exam and submission of homework | Exam preparation |
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 | ||