In MCMC simulation, how to deal with very small likelihood values that couldn't be represented by computer?
78093
Computation of likelihood when $n$ is very large, so likelihood gets very small?
117702
How to simulate random correlation matrix containing off diagonal structures
23346
How would you explain Markov Chain Monte Carlo (MCMC) to a layperson?
95035
How to correct for small p-value due to very large sample size
60044
Gibbs sampling and mixed distribution
17893
How do I show that the mean of the posterior density minimizes this squared error loss function?
28675
Relationship between the probability and likelihood functions
42297
Minimum sample size for PCA or FA when the main goal is to estimate only few components?
4134
Maximum Likelihood Estimate with different parameters
43288
How do I best simulate an arbitrary univariate random variate using its probability function?
64290
How can one express frequentist p-value in terms of Bayesian concepts?
66771
How to simulate from a Gaussian copula?
122865
Rare events modelling - value of coefficients
129771
Reparametrization trick with non-Gaussian distributions?
79483
How do I sample from a discrete (categorical) distribution in log space?
7978
How to initialize EM-algorithm when trying to fit data to a separable mixture model?
107693
How do you use the EM algorithm to calculate MLEs for a latent variable formulation of a zero inflated Poisson model?