Should we balance the data set if the data is intrinsically unbalanced?
31300
Does an unbalanced sample matter when doing logistic regression?
146238
How to deal with a data-set having all the samples with every feature-point almost similar?
129169
Transforming positively skewed data with positive and negative values
66215
Training a decision tree against unbalanced data
94509
Statistical methods for data where only a minimum/maximum value is known
13869
Can a coin with an unknown bias be treated as fair?
151975
Appropriate data transformation
75754
Is it OK to remove outliers from data?
34949
Generating a high-dimensional dataset where nearest neighbor becomes meaningless
99826
Error in `ezANOVA` with balanced dataset with no missing data
142752
Should quantitative predictors be transformed  to be normally distributed?
17834
Calculating the optimal number of bins for severely skewed data
126922
Zero inflated distributions, what are they really?
79661
Does ARIMA require normally distributed errors or normally distributed input data?
13863
Is it advisable to drop certain levels of a categorical variable?
159012
Do I need a balanced sample (50% yes, 50% no) to run logistic regression?
106255
How do I make an unbalanced binary tree?