# Rejection Sampling and Tricky Priors

We have looked at working with a variety of analytical priors, but how can you sample from a prior probability that is not so mathematically pleasant to work with? In this post we learn about Rejection Sampling as one method of solving this problem.

Read More

# Bayesian A/B Testing: A Hypothesis Test that Makes Sense

Confused by Hypothesis tesing used in A/B Tests? In this post we take a look at building an A/B from scratch the Bayesian way!

Read More

# Bayesian Priors for Parameter Estimation

We've already looked at Bayesian Parameter Estimation, now we'll learn how to use Prior Probabilities in our Parameter Estimation to get better results.

Read More

# Parameter Estimation - The PDF, CDF and Quantile Function

Discover the fundamental of Bayesian Parameter estimation. Learn to use the Probability Density Function, Cumulative Distribution Function and Quantile Function to estimate unknown values in our data.

Read More

# Interrogating Probability Distributions

Learn about Discrete and Continuous probability distributions as well as the types of questions that they can both answers. This post also discusses the relationship between the Binomial and Beta distributions.

Read More