Academic reference for the claim that outliers should not be removed
75754
Is it OK to remove outliers from data?
155713
Book recommendation for analysis problems
153984
The direct image of an ideal need not be an ideal
9665
Proof of the independence of the sample mean and sample variance
19606
How is Hyndman's explanation of proper Time Series Cross Validation different from Leave-One-Out?
29806
Can this statistic be shown not to be sufficient for $\theta$?
87439
Need word for situation where conclusion doesn't follow from the experimental data
12364
Is rejecting the hypothesis using p-value equivalent to hypothesis not belonging to the confidence interval?
51726
Definition of residuals versus prediction errors?
117375
Examples of Bayesian and frequentist approach giving different answers
143460
Non-normality in residuals
62360
Errors and Residuals
54859
References for survival analysis
124413
Regression to the mean vs gambler's fallacy
142752
Should quantitative predictors be transformed  to be normally distributed?
3995
Reporting of Heterogeneity in Metaanalysis
146400
When finding outliers from the Interquartile range why I have to multiply by 1.5?