Can disucss the basic topics in advanced statistical methods.
Can choose appropriate analyzes based on the research questions they encounter.
Can use statistical package programs for advanced statistical methods.
Can write a report on advanced statistical methods.
Can design research questions suitable for advanced statistical methods.
Mode of Delivery
Face to face
Prerequisites
No
Recommended Optional Programme Components
None
Course Description
The purpose of this course is to discuss the advanced statistical methods regularly used in behavioral sciences, teach the students to choose the appropriate analysis methods in the face of a research question, correctly implement the statistical analyses, and properly report the results of these analyses. Advanced statistical methods such as structural equation modelling, latent structure analysis, and intergroup invariance analysis are few of the topics that will be covered in the course.
Course Contents
WEEK
TOPICS
1st Week
Advanced research techniques I
2nd Week
Advanced research techniques II
3rd Week
Advanced research techniques III
4th Week
Structural equation models I
5th Week
Structural equation models II
6th Week
Structural equation models III
7th Week
Applying advanced research techniques I
8th Week
Applying advanced research techniques II
9th Week
Applying advanced research techniques III
10th Week
Applying advanced research techniques IV
11th Week
Experiment Application I
12th Week
Experiment Application II
13th Week
Experiment Application III
14th Week
Experiment Application IV
15th Week
General Evaluation
Recommended or Required Reading
Tabachnick, B. G. & Fidell, L. S. (2011). Multivariate statistics. Boston: Allyn and Bacon.
* The basic materials to be used in this course are updated every year.
Planned Learning Activities and Teaching Methods
Lecture
Discussion
Questions/Answers
Practice
Other
Assessment Methods and Criteria
Quantity
Percentage (%)
Quiz
4
30
Project
1
40
Total(%)
70
Contribution of In-term Studies to Overall Grade(%)
70
Contribution of Final Examination to Overall Grade(%)