Metropolis Hastings algorithm and Markov chains
23346
How would you explain Markov Chain Monte Carlo (MCMC) to a layperson?
131287
Algorithm for determining random events
139593
$(S_0+\ldots + S_n)_{n\geq 0}$ not a Markov chain
64315
Fitting mixture distributions and computing goodness-of-fit?
20650
Maximum Likelihood Estimation (MLE) in layman terms
85237
Markov Chain - method of generating function -to find nth power
24674
On posterior in the Bayesian bootstrap
49159
Use Rao-Blackwell Theorem to find the UMVUE
44001
Relation Between Bayesian Estimation and Maximum a posteriori estimation
136694
Probabilistic Proof of Kraft-Mcmillan Inequality
153154
Monte-Carlo simulation with sampling from uniform distribution
7207
Statistics: sequences of independent and identically distributed random variables
85928
What is the deeper intuition behind the symmetric proposal distribution in the Metropolis-Hastings Algorithm?
29420
2 Questions about Markov chain
37027
the relationship between maximizing the likelihood and minimizing the cross-entropy
70695
When approximating a posterior using MCMC, why don't we save the posterior probabilities but use the parameter value frequencies afterwards?
101720
Fast alternatives to the EM algorithm