Intuition behind medium true positive rate, low false positive rate and "acceptable" AUC
67179
AUC and class imbalance in training/test dataset
59200
General theorems for consistency and asymptotic normality of maximum likelihood
100335
Moving average process notation: negative or positive $\theta$s?
57247
Finding the confidence level and number of successes?
67442
Assessing the Quality of a Normal Q-Q Plot
33816
Calculation of AUC value from ROC Curve
62549
Chain Rule Intuition
136164
Are smaller p-values more convincing?
84076
Basic intuition about minimal sufficient statistic
54439
Theoretical motivation for using log-likelihood vs likelihood
97516
Evaluating logistic regression and interpretation of Hosmer-Lemeshow Goodness of Fit
8228
Validity of maximising log-likelihood for maximum likelihood estimation
101939
Advantages of ROC curves
145118
How does the proof of Rejection Sampling make sense?
109545
Interpretation of "transition rate" in Fermi's golden rule
85983
Normalizing constant in Bayes theorem
17174
Understanding the parameters inside the Negative Binomial Distribution