What statistical analysis type would you use for the following data (2 sampled unpaired t test, 1 sample z test, logistic regression, etc).
Do an analysis of the multitasking activity from the ClassData sheet: comparing the time to type or write abcd…z and 123…26 to the time for 1a2b3c…26z.
CASE -1
Assuming that time is the dependent variable and type is the independent variable
It is clear that time is continuous variable and type is a categorical variable
When we have dependent variable as continuous and independent variable as categorical, then we use ANOVA for testing purpose.
CASE -2
Now, suppose that we assuming that time is the independent variable and type is the dependent variable
It is clear that time is continuous variable and type is a categorical variable
When we have independent variable as continuous and dependent variable as categorical, then we use logistic regression for testing purpose.
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