Is GLM appropriate for an extreme unbalanced dataset?
19247
How should one interpret the comparison of means from different sample sizes?
40108
standardising non normally distributed predictors for regression
42624
Class imbalance strategies
159012
Do I need a balanced sample (50% yes, 50% no) to run logistic regression?
81515
Method for generating correlated non-normal data
50320
Should I use an offset for my Poisson GLM?
80014
Should I use t-test on highly skewed data ? Scientific proof, please?
99075
Interpreting residual diagnostic plots for glm models?
102692
Is my logic straight? Logistic regressions in R
23761
When is unbalanced data really a problem in Machine Learning?
148126
Binomial response and logit link function in GLM (r)
125119
Reference level in GLM regression
128388
Proper order of variables in unbalanced ANOVA
82548
Scaling vs Offsetting in Quasi-Poisson GLM
36341
Am I statistically allowed to use a binomial family here -> is my data truly independent?
51420
Evaluating multiclass imbalanced problem per class
34133
Mann-Whitney-Wilcoxon Test on highly unbalanced groups.