Histograms for severely skewed data
108996
Comparing and visualising highly skewed distributions
58606
Calculating optimal number of bins in a histogram
4337
What balancing method can I apply to an imbalanced data set?
91625
Classification/evaluation metrics for highly imbalanced data
34133
Mann-Whitney-Wilcoxon Test on highly unbalanced groups.
48567
Skewed variables in PCA or factor analysis
116610
Filtering and Replacing outliers
146238
How to deal with a data-set having all the samples with every feature-point almost similar?
98863
Which metric to use to evaluate highly imbalance classification model performance
127708
Rolling analysis with out-of sample
133683
Skewness transformation for one but not the other variable?
64315
Fitting mixture distributions and computing goodness-of-fit?
27681
Comparing the integral of a histogram and its distribution function
82581
Histogram: Compare PDF to Data
3238
Combining Histogram and SmoothHistogram
24750
Are unbalanced datasets problematic, and (how) does oversampling (purport to) help?
56203
Quantiles for non-normal cdf