TÜRKÇE
ENGLISH
Information
| Unit | FACULTY OF ECONOMICS AND ADMINISTRATIVE SCIENCES |
| ECONOMETRICS PR. | |
| Code | EKMS304 |
| Name | Sampling and Research Methods |
| Term | 2020-2021 Academic Year |
| Semester | 6. Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 7 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Lisans Dersi |
| Type | Normal |
| Label | E Elective |
| Mode of study | Uzaktan Öğretim |
| Catalog Information Coordinator | Prof. Dr. EBRU ÖZGÜR GÜLER |
| Course Instructor |
Prof. Dr. GÜLSEN KIRAL
(Bahar)
(A Group)
(Ins. in Charge)
|
Course Goal / Objective
The aim of this course is to bring the knowledge of which sampling method is adequate in a research where sampling is necessary and the knowledge of how to estimate population parameters using the proper method.
Course Content
Data and data collection methods, properties of estimators, simple random sampling, stratified sampling, systematic sampling, cluster sampling and non probabilistic sampling methods.
Course Precondition
Resources
Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Differentiates between census and sampling. |
| LO02 | Determines when the sampling is necessary. |
| LO03 | Describes research and data collection methods. |
| LO04 | Determines types of error in a research. |
| LO05 | Determines the properties of an estimator. |
| LO06 | Lists non probabilistic sampling methods. |
| LO07 | Differentiates probabilistic sampling methods. |
| LO08 | Estimates mean, total, variance and ratio parameters with simple random sampling. |
| LO09 | Estimates mean, total, variance and ratio parameters with stratified sampling. |
| LO10 | Estimates mean and total parameters with systematic sampling. |
| LO11 | Estimates mean and total parameters with cluster sampling. |
| LO12 | Finds the sample size for different sampling methods. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | - | Explains Econometric concepts | 3 |
| 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 | 4 |
| 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 | 2 |
| 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 himself/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 | 1 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Motivation and a reminder | Related chapter of the reference book | |
| 2 | Estimation | Related chapter of the reference book | |
| 3 | Fundamentals of sampling theory | Related chapter of the reference book | |
| 4 | Non probabilistic sampling methods | Related chapter of the reference book | |
| 5 | Simple random sampling | Related chapter of the reference book | |
| 6 | Simple random sampling | Related chapter of the reference book | |
| 7 | Determination of sampling size for simple random sampling | Related chapter of the reference book | |
| 8 | Mid-Term Exam | General review for the midterm exam | |
| 9 | Stratified sampling | Related chapter of the reference book | |
| 10 | Stratified sampling | Related chapter of the reference book | |
| 11 | Determination of sampling size for stratified sampling | Related chapter of the reference book | |
| 12 | Systematic sampling | Related chapter of the reference book | |
| 13 | Cluster sampling | Related chapter of the reference book | |
| 14 | Cluster sampling | Related chapter of the reference book | |
| 15 | Determination of sampling size for cluster sampling | Related chapter of the reference book | |
| 16 | Term Exams | General review for the final exam | |
| 17 | Term Exams | General review for the final exam |
Assessment (Exam) Methods and Criteria
| Assessment Type | Midterm / Year Impact | End of Term / End of Year Impact |
|---|---|---|
| 1. Midterm Exam | 100 | 40 |
| General Assessment | ||
| Midterm / Year Total | 100 | 40 |
| 1. Final Exam | - | 60 |
| Grand Total | - | 100 |
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 | 20 | 20 |
| Final Exam | 1 | 32 | 32 |
| Total Workload (Hour) | 164 | ||
| Total Workload / 25 (h) | 6,56 | ||
| ECTS | 7 ECTS | ||