Stat Notes

I'm putting my stat notes here, because my notebook is a freaking mess.

Applied Multivar

1. PrinicipalComponentsAnalysis
2. FactorAnalysis
3. CanonicalCorrelation

Linear Model terms

1. 1-Sample : we are sampling from a single population. Or, all observations have the same distribution.
2. 2-Sample : 2 sets of observations, one sampled from some population and the other from another population (usually, the test is that both populations have the same distribution).
3. Repeated Measures : we are measuring the same thing repeatedly, after applying different treatments. The point is that the observations are not independent.
4. Design Matrix :