In survival analysis, why do we model the hazard function instead of the survival function?
124990
In survival analysis, why do we use semi-parametric models (Cox proportional hazards) instead of fully parametric models?
57303
Logistic Regression - Error Term and its Distribution
122865
Rare events modelling - value of coefficients
134485
Motivation for Kolmogorov distance between distributions
126294
In multiple regression, why are interactions modelled as products, and not something else, of the predictors?
155438
Bayes rule logic. Why we do use this?
124413
Regression to the mean vs gambler's fallacy
59274
Why do cost functions use the square error?
153357
Why is step function not used in activation functions in machine learning?
18826
Why does Maximum Likelihood estimation maximize probability density instead of probability
84504
Discrepancy between calculated and simulated error propagation
3529
General Linear Model vs. Generalized Linear Model (with an identity link function?)
57834
In a Poisson model, what is the difference between using time as a covariate or an offset?
105464
Why would someone use a Bayesian approach with a 'noninformative' improper prior instead of the classical approach?
147994
Bayesian logit model - intuitive explanation?
87637
Does it make sense to add a quadratic term but not the linear term to a model?
26375
ML estimate of exponential distribution (with censored data)