Data Science, Sampling, Statistics, Machine Learning, Artificial Intelligence.
mean = 2.094, std = 4.932. Figure 3: Mean and Variance evolving over time for 1D Gaussian, distribution of the data and estimated model. Image by Author. 2D Gaussian Extending the example with 1D Gaussian we can derive the posterior of the mean and covariance matrix given the data, starting from