TÜRKÇE
ENGLISH
Information
| Unit | FACULTY OF ECONOMICS AND ADMINISTRATIVE SCIENCES |
| ECONOMETRICS PR. (ENGLISH) | |
| Code | ECMS408 |
| Name | Analysis of Variance and Design of Experiments |
| Term | 2020-2021 Academic Year |
| Semester | 8. Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | İngilizce |
| Level | Lisans Dersi |
| Type | Normal |
| Label | E Elective |
| Mode of study | Uzaktan Öğretim |
| Catalog Information Coordinator | Prof. Dr. HÜSEYİN GÜLER |
| Course Instructor |
The current term course schedule has not been prepared yet.
|
Course Goal / Objective
It is aimed to bring the knowledge about choosing appropriate experimental design for the research and knowledge about how to apply analysis of variance for the proper design.
Course Content
One-way experiments and ANOVA table, randomized blocks design, latin and other squares, multi-factor experiments, 2 to the power f and 3 to the power f multi-factor experiments, qualitative and quantitative factors, fixed, random and mixed models, nested experiments, restrictions on randominization.
Course Precondition
Resources
Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Describes the purpose of variance analysis |
| LO02 | Determines the appropriate experimental design for different situations. |
| LO03 | Applies one-way ANOVA |
| LO04 | Applies two-way ANOVA |
| LO05 | Creates ANOVA table for qualitative and quantitative factors |
| LO06 | Creates ANOVA table for fixed, random and mixed factors |
| LO07 | Applies ANOVA for nested models |
| LO08 | Applies ANOVA under restrictions on randomization |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | - | Explains Econometric concepts | 2 |
| PLO02 | - | Acquires basic Mathematics, Statistics and Operation Research concepts | 5 |
| PLO03 | - | Equipped with the foundations of Economics, and develops Economic models | 0 |
| PLO04 | - | Describes the necessary concepts of Business | 0 |
| PLO05 | - | Models problems with Mathematics, Statistics, and Econometrics | 5 |
| PLO06 | - | Estimates the model consistently and analyzes & interprets its results | 5 |
| PLO07 | - | Acquires the ability to analyze, benchmark, evaluate and interpret at conceptual levels to develop solutions to problems | 4 |
| PLO08 | - | Collects, edits, and analyzes data | 5 |
| PLO09 | - | Uses a package program of Econometrics, Statistics, and Operation Research | 0 |
| PLO10 | - | Effectively works, take responsibility, and the leadership individually or as a member of a team | 0 |
| PLO11 | - | Awareness towards life-long learning and follow-up of the new information and knowledge in the field of study | 0 |
| PLO12 | - | Develops the ability of using different resources in the form of academic rules, synthesis the information gathered, and effective presentation in an area which has not been studied | 1 |
| PLO13 | - | Uses Turkish and at least one other foreign language, academically and in the business context | 0 |
| PLO14 | - | Good understanding, interpretation, efficient written and oral expression of the people involved | 0 |
| PLO15 | - | Improves his/herself constantly by defining educational requirements considering interests and talents in scientific, cultural, art and social fields besides career development | 0 |
| PLO16 | - | Questions traditional approaches and their implementation while developing alternative study programs when required | 1 |
| PLO17 | - | Recognizes and implements social, scientific, and professional ethic values | 0 |
| PLO18 | - | Follows actuality, and interprets the data about economic and social events | 0 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Basic definitions | Related chapter of the reference book | |
| 2 | Single-factor experiments | Related chapter of the reference book | |
| 3 | Single-factor experiments | Related chapter of the reference book | |
| 4 | Single-factor experiments and random blocks design | Related chapter of the reference book | |
| 5 | Single-factor experiments and random blocks design | Related chapter of the reference book | |
| 6 | Latin and other squares for single-factor experiments | Related chapter of the reference book | |
| 7 | Multi-factor experiments | Related chapter of the reference book | |
| 8 | Mid-Term Exam | General review for the midterm exam | |
| 9 | Multi-factor experiments | Related chapter of the reference book | |
| 10 | 2 to the power f multi-factor experiments | Related chapter of the reference book | |
| 11 | Qualitative and quantitative factors | Related chapter of the reference book | |
| 12 | 3 to the power f multi-factor experiments | Related chapter of the reference book | |
| 13 | Fixed effects, random effects and mixed effects models | Related chapter of the reference book | |
| 14 | Nested and nested multi-factor experiments | Related chapter of the reference book | |
| 15 | Restrictions on randomization for two or more factor experiments | Related chapter of the reference book | |
| 16 | Term Exams | General review for the final exam | |
| 17 | Term Exams | General review for the final exam |
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 | ||