Methodological Seminars 1-5, 2018-2019

Kurt Lewin Instituut
Heidelberglaan 1
Room Number H1.42
3584 CS UTRECHT
The Netherlands
T: +31 (0)30 - 253 3027

Methodological Seminars 1-5, 2018-2019

Teaching staff
Marcello Gallucci (University of Milano-Bicocca, Italy)

Type of course
Methodological and Practical Courses

Date
April 9 and April 11, 2019

Location
Utrecht University, room to be announced.


*** Please note: Seminar 1 is optional. Therefore, you can register for either Seminar 1-5, or for Seminar 2-5 ***


Duration
The five sessions take place in Semester II, the exact date will be announced.
Day 1: Session 1
Day 2: Session 2 + 3
Day 3: Session 4 + 5

Language
English

ECTS
1 EC will be appointed for the complete course of 5 Methodological Seminars. Seminar 1 is optional. Please note that EC are only appointed if all 4 seminars 2 through 5 are participated in.

Max. participants

20

Session 1) A Moderated View of Regression: The general linear model and its applications to mediation and moderation.
In this class we review the general linear model as applied to various research designs and problems, with particular emphasis on mediation and moderation and their combination. We discuss a general approach to obtain effect sizes and hypothesis testing for regression, ANOVA and ANCOVA, path analysis, and models with continuous and nominal mediator and moderator variables.


Session 2) Mixed models, and hierarchical linear models applied to within-subject and hierarchical designs.
In this class we review theory and applications of the general mixed model, with fixed and random effects, applied to different research designs. Student will get familiar with the classical toolbox associated with the regression/ANOVA approach, but generalized to mixed models applied to clustered data.

Session 3) Practice makes perfect.
Seminar on how to select, estimate and interpret GLM (regression and ANOVA), mixed models, and hierarchical linear models with the help of popular statistical software, such as SPSS, SAS or R (depending on students' preference). Many practical aspects of the mentioned models are discussed with the help of practical examples. The aim of the seminar is to illustrate some of the major theoretical issue of important statistical models from a very practical point of view. Students will work with the help of the teacher on datasets provided by the teacher in order to concretely solve some statistical challenges, and acquire confidence in every-day data analysis.

Session 4) Count on me.
In this class we review theory and applications of the generalized linear model, useful to analyze data when the dependent variable cannot follow a normal distribution, such as nominal, categorical, counts, percentages, frequencies and response time kind of variables. Techniques such as logistic regression, Poison regression, loglinear models are also discussed.

Session 5) Let your data be seen!
Seminar on how to select, estimates and interpret results useful for real research problems provided by the students. Students will work with the help of the teacher on their own dataset (or colleagues' datasets). The aim of the seminar is to illustrate how to approach and analyze data from very up-to-date and interesting research designs. Within a certain range, all major topics may be discussed depending on the statistical problems raised by data provided by the students. Students who wish to work with their data in class may want to contact the teacher in advance.

 


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