Hello everyone,

I hope I can get simple answers to these questions... I need to solve a
couple of practical problems and I'm new to statistics...

1) Two samples of are given and I need to compare their means and variances.
The distribution of the population is unknown. Can I use the F-test and the
t-test? Is it necessary that the sample _means_ have a Gaussian
distribution? Is it sufficient? Maybe I misunderstand something here...

2) I need to calculate the significance of correlation between two
sequences. I would actually prefer to use randomization, but the sequences
may be too short. Another option is to perform linear regression and
calculate the significance of the slope using a t-test (?). When is it
valid?

Again, I'm looking for simple answers, if they exist... Thanks in advance!


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