Parametric tests
Make certain assumptions about the parameters (properties) of the sampled populations
Non-parametric tests
Make no such assumptions about distribution
The significance of a difference depends on…
the variability in the data and the size of the sample
When to use independent sample t-test?
When comparing two different groups
When to use paired-sampled t-test?
When comparing the same subject on two different treatment conditions