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# HealthyNumerics

HealthPoliticsEconomics | Quant Analytics | Numerics

# #bayesian Articles

#### NumericalStats: What the Metropolis Markov Chain Monte Carlo sampler is good for

We use the Metropolis-Hasting algorithm to sample a 2-dimensional empirical distribution. #### How to climb the Matterhorn with a Markov Chain Monte Carlo walk

We let your robot climb the Matterhorn with a Markov Chain Monte Carlo walk #### NumericalStats: WHY to switch to distribution vectors

Using the coin flipping example, we give some arguments WHY the use of distribution vectors can be helpful as a preparation for Monte Carlo Markov Chain models and others and how this changes the role of medical researchers. #### NumericalStats: How to randomly sample your empirical arbitrary distribution

We provide a simple sampling engine which allows to generate random numbers that are distributed as an empirical and arbitrary distribution given as a data array. #### Basic Stats 01: Rules of probability and bridge to the Bayesian formula

By summarizing the rules of probability we build a bridge to the Bayesian formula 