Data Science, Sampling, Statistics, Machine Learning, Artificial Intelligence.
develop a model. Here you want to estimate the mean and standard deviation. A full probability model for the mean and variance given the data is given below: Here we have the likelihood of X given mean and variance multiplied by their joint prior. Assuming the independence, the prior can be split.