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SPSS Summary Causal Analysis Techniques lab sessions - 2021

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Causal Analysis Techniques (424024B6)
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A summary of the SPSS lab sessions for Causal Analysis Techniques, premaster Human Resource Studies, 2021. Including One-way ANOVA, Correlations, Multiple Regression analysis, Logistic Regression and more. All the information for the exam is there, you can keep your notes with you at the exam, so very useful. Also available in a pack with the basic notes from Methods, Measurements and Statistics (but also very important for the CAT SPSS exam).

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Session 1: ANOVA & Pearson Correlation

Which method will we use to analyse data?




So, when there is a categorical + continuous variable → use ANOVA




Creating a new syntax




How to get a mean for a variable?
1. Descriptive function
2.




You can also divide it by the IV (company here):

,Then, you get the mean of age divided by the company.

SPSS syntax:




One way ANOVA




Performing the One-way ANOVA:

, Adding the Levene’s test: → to test for homogeneity of variance




Correlations




You check this by making a scatterplot (see below)
Then the actual correlation:




Syntax:

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Subjects

  • spss
  • cat
  • logistic regression
  • one way anova
  • anova
  • regression analysis
  • pearson correlation
  • correlation
  • lab sessions
  • causal analysis techniques
  • multiple regression analysis
  • notes
  • summary

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