Laplace Likelihood vs Gaussian Likelihood in Bayesian Regression
55765
L1 regression estimates median whereas L2 regression estimates mean?
17074
Under the 0-1 loss function, the Bayesian estimator is the mode of the posterior distribution
24907
Is there a Bayesian interpretation of linear regression with simultaneous L1 and L2 regularization (aka elastic net)?
59200
General theorems for consistency and asymptotic normality of maximum likelihood
81833
Question about deriving posterior distribution from normal prior and likelihood
120834
Is the mean (Bayesian) posterior estimate of $\theta$ a (Frequentist) unbiased estimator of $\theta$?
117375
Examples of Bayesian and frequentist approach giving different answers
127425
GEE, quasi-likelihood and what it generalizes
36187
Introduction to frequentist statistics for Bayesians
11211
Calculate posterior distribution (gamma-prior, poisson-likelihood)
61881
Maximum likelihood function for mixed type distribution
7455
Stats - Likelihood function
39754
Converting (normalizing) very small likelihood values to probability
26328
Poisson or quasi poisson in a regression with count data and overdispersion?
68303
Methods for testing a Bayesian method's software implementation
139734
Choosing between uninformative beta priors
141825
Maximize log-likelihood of logistic regression