What is a healthy acceptance rate for Metropolis-Hastings algorithm?
113158
Acceptance rates for Metropolis-Hastings with uniform candidate distribution
64290
How can one express frequentist p-value in terms of Bayesian concepts?
1243
Sampling from a piecewise linear probability density function
122328
Justifying the Normal Approx to the Binomial Distribution through MGFs
99156
Simple scheme to sample from the Bernoulli distribution
49159
Use Rao-Blackwell Theorem to find the UMVUE
44001
Relation Between Bayesian Estimation and Maximum a posteriori estimation
143905
Metropolis-Hastings acceptance ratio for truncated proposal
43751
Likelihood function of probability distributions which integrate to unity
99186
Gaussian integral evaluation
118351
Confidence regions on bivariate normal distributions using $\hat{\Sigma}_{MLE}$ or $\mathbf{S}$
136907
Effect of each parameter on a Monte Carlo Simulation
23346
How would you explain Markov Chain Monte Carlo (MCMC) to a layperson?
43090
Understanding MCMC and the Metropolis-Hastings algorithm
39683
Choosing a bandwidth for kernel density estimators
37027
the relationship between maximizing the likelihood and minimizing the cross-entropy
101720
Fast alternatives to the EM algorithm