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Probability distribution (Gaussian Distribution (Conditional Gaussian…
Probability distribution
Binary Variables
Bernoulli distribution
Beta distribution
Multinomial Variables
Dirichlet distribution
Gaussian Distribution
Conditional Gaussian distributions
Marginal Gaussian distributions
Bayes’ theorem for Gaussian variables
Maximum likelihood for the Gaussian
Sequential estimation
Bayesian inference for the Gaussian
Student’s t-distribution
Periodic variables
Mixtures of Gaussians
The Exponential Family
Maximum likelihood and sufficient statistics
Conjugate priors
Nonparametric Methods
Nearest-neighbour methods
Kernel density estimators
histogram density estimation.