Statistics

MANOVA

Learn about about MANOVAs using R

ANOVA

Learn about about ANOVAs using R

Cross-Validation Classification Pitfalls in Neuroimaging

Common mistakes in cross-validation

Frequentist Statistics 1

Means, variance, and distributions

Frequentist Statistics 2

Skewness, kurtosis, and sampling

Frequentist Statistics 3

Hypothesis testing and type errors

Independent Component Analysis Use in Neuroimaging

ICA uses in neuroimaging

L1 Regularization: Lassoing Your Data

L1 regularization for regressions

L2 Regularization

L2 regularization for regressions

Linear Regressions

Y = mx + b