TÜRKÇE
ENGLISH
Information
| Unit | INSTITUTE OF NATURAL AND APPLIED SCIENCES |
| ZOOTECHNICS (MASTER) (WITH THESIS) | |
| Code | ZO512 |
| Name | Applied Regression Analysis |
| Term | 2018-2019 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 | Belirsiz |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. GÖKHAN TAMER KAYAALP |
| Course Instructor |
The current term course schedule has not been prepared yet.
|
Course Goal / Objective
The course aims to analyze and interpret the regression analysis and correlation analysis methods.
Course Content
The course includes simple linear regression models and parameter estimation in multiple regression models.
Course Precondition
Resources
Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Student will be able to learn simple Regression models and statistical analysis. |
| LO02 | Student learns the locations and statistical analysis of multiple regression models. |
| LO03 | Student will be able to learn the place and statistical analysis of the correlation analysis. |
| LO04 | Student learns the selection of variables in regression models. |
| LO05 | Students, SPSS and MINITAB package programs to learn how to do statistical analysis of course topics. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Definition of regression | Study on Related Textbooks | |
| 2 | Simple linear regression coefficient estimation and hypothesis testing | Study on Related Textbooks | |
| 3 | Multiple Regression analysis and related hypothesis tests | Study on Related Textbooks | |
| 4 | Comparison of regression lines | Study on Related Textbooks | |
| 5 | Variable selection and determination of the most suitable model | Study on Related Textbooks | |
| 6 | Parameter estimation in multiple regression model by Matrix Method | Study on Related Textbooks | |
| 7 | Polinomiyal Regresyon | Study on Related Textbooks | |
| 8 | Mid-Term Exam | Study on Related Textbooks | |
| 9 | Linearisable Regression models | Study on Related Textbooks | |
| 10 | Analysis of variance with regression method | Study on Related Textbooks | |
| 11 | Simple Correlation Coefficient estimation and hypothesis testing. | Study on Related Textbooks | |
| 12 | Multiple Correlation Coefficients | Study on Related Textbooks | |
| 13 | Comparison of correlation coefficients | Study on Related Textbooks | |
| 14 | SPSS, MINITAB computer programs and their uses. | Study on Related Textbooks | |
| 15 | An overview | Study on Related Textbooks | |
| 16 | Term Exams | Study on Related Textbooks | |
| 17 | Term Exams | Study on Related Textbooks |