Quantitative Data Analysis (Sessions 11 and 12)

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4 Terms

1
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If the Independent variable is Nominal/Ordinal and the Dependent Variable is Nominal/Ordinal, what type of test is required? (Parametric AND Nonparametric)

Association test: Chi - square for both parametric and non parametric

2
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If the indepedndent variable is Interval/Ratio, and the Dependent variable is interval/ratio, what test is required (Parametric AND Nonparametric?)

Correlation test, Pearson if parametric, spearman if non parametric

3
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If there are 2 indepedndent variables which are Nominal/Ordinal, and the dependent variable is interval/ratio, what test is required (Parametric AND Non-Parametric)

A t-test is required, and a ‘Student test’ is used for parametric, while ‘Mann Whitney U Test’ is used for Non-parametric tests.

4
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IfWhat test to use when there are more than two groups of nominal/ordinal independent variables, and the dependent variable is scale (synonym for interval/ratio), both parametric AND non-parametric?

Type of test is Anova, and for parametric it’s ANOVA, whereas for non-parametric it’s Kruskall-Wallis