Discovering statistics using IBM SPSS statistics by Andy Field, fifth edition – Summary chapter 14

Factorial designs are used when there are more than one independent variables. There are several factorial designs:Independent factorial design (between groups)There are several independent variables measured using different entities.Repeated-measured (related) factorial designThere are several independent variables using the same entities in all conditions.Mixed designThere are several independent variables. Some conditions use the same entities and some conditions use different entities.INDEPENDENT FACTORIAL DESIGNS AND THE LINEAR MODELThe calculation of factorial designs is similar to that of ANOVA, but the explained variance (between-groups variance) consists of more than one independent variable. The model sum of squares (between-groups variance) consists of the variance due to the first variable, the variance due to the second variable and the variance due to the interaction between the first and the second variable. It uses the following formula:This is the model sum of squares and shows you how much variance the independent variables explain. It can be useful to see how much of the total variance each independent variable explains. This can be done by using the same formula, but then only for one independent variable. In order to achieve this, the independent variable has to be grouped together in one group (this normally increases the n, as more multiple groups are being put together in one big group). The residual sum of squares, the error variance (SSR) shows how much variance cannot be explained by the independent variables. It uses the following formula:It is the variance of a group times the number of participants in the group minus one for each group added together. The degrees of freedom are added up together too. In a two-way design, the F-statistic is computed for the two main effects and the interaction. OUTPUT FROM FACTORIAL DESIGNSA main effect should not be interpreted in the presence of a significant...

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Scientific & Statistical Reasoning – Summary interim exam 2 (UNIVERSITY OF AMSTERDAM)

This bundle contains everything you need to know for the fifth interim exam for the course "Scientific & Statistical Reasoning" given at the University of Amsterdam. It contains both articles, book chapters and lectures. It consists of the following materials:

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