For my study design: When to log-transform data vs. when to use a non-parametric approach
45891
When (and why) should you take the log of a distribution (of numbers)?
36565
Box-Cox transformation vs. predictor transformation in multiple linear regression
15390
Random test data: How to do it right?
145200
What exactly is the difference between a parametric and non-parametric model?
123257
What exactly does a non-parametric test accomplish & What do you do with the results?
103877
The advantages and disadvantages of using Kaiser Rule to select the number of principal components
59126
When to use Fisher and Neyman-Pearson framework?
51102
When to use generalized estimating equations vs. mixed effects models?
91753
t-test or z-test: assume normality or s≈σ?
132440
Should the mean be used when data are skewed?
144538
Sanity check question about correlation between log-normal random variables
91371
Log-transformed variable is not significant, while variable itself is
13046
Are large data sets inappropriate for hypothesis testing?
36341
Am I statistically allowed to use a binomial family here -> is my data truly independent?
101405
Deciding what interpolation method to use for resampling raster data?
9444
In linear regression, when is it appropriate to use the log of an independent variable instead of the actual values?
148000
Sampling with replacement or without replacement