Independence and CovarianceExplores independence and covariance between random variables, discussing their implications and calculation methods.
Multivariate Methods IExplores multivariate methods like PCA, SVD, PLS, and ICA for dimensionality reduction in functional brain imaging.
Elements of StatisticsIntroduces key statistical concepts like probability, random variables, and correlation, with examples and explanations.