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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CONTENT

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.

LEARNING OUTCOMES

ASSESSMENT METHODS and CRITERIA

  Percentage (%)
Quiz 40
Assignment 40
Group Project 20

RECOMENDED or REQUIRED READINGS

Readings

See course website on SUCourse+