In this course, students master the analysis of OLS general and generalised linear models using SPSS. Starting with a comparison of ANOVA and regression approaches, and how their respective SPSS dialogues can be used flexibly to produce similar results. Students are familiarised with analyses of between groups, repeated measures, and mixed datasets; higher-order interactions and moderation; crossing fixed factors with covariates; traditional and bootstrapping approaches to mediation; handling non-normal outcomes; and the basics of Bayesian inference. Along the way, students discuss and consider the details of experimental design, measurement, power,and ethics.
Data Analysis for Psychological Science I (PSY 502)
2022 Fall
Faculty of Arts and Social Sciences
Psychology(PSY)
3
10
Gül Günaydın gul.gunaydin@sabanciuniv.edu,
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English
Doctoral, Master
--
Interactive lecture,Studio work/practice
Interactive,Discussion based learning
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| Programs\Type | Required | Core Elective | Area Elective |
| Computer Science and Engineering - With Master's Degree | * | ||
| Experimental Psychology - With Bachelor's Degree | * | ||
| Experimental Psychology - With Master's Degree | * | ||
| Leaders for Industry Biological Sciences and Bioengineering - Non Thesis | * | ||
| Leaders for Industry Industrial Engineering - Non Thesis | * | ||
| Leaders for Industry Materials Science and Engineering - Non Thesis | * | ||
| Leaders for Industry Mechatronics Engineering - Non Thesis | * | ||
| Management Ph.D. - With Bachelor's Degree | * | ||
| Management Ph.D. - With Master's Degree | * | ||
| Psychology - Non Thesis | * | ||
| Psychology - With Thesis | * | ||
| Social Psychology - With Bachelor's Degree | * | ||
| Social Psychology - With Master's Degree | * |
CONTENT
LEARNING OUTCOMES
Update Date:
ASSESSMENT METHODS and CRITERIA
| Percentage (%) | |
| Quiz | 40 |
| Assignment | 40 |
| Group Project | 20 |
RECOMENDED or REQUIRED READINGS
| Readings |
See course website on SUCourse+ |