The Allen Institute Mouse Brain Data

Air Pollution: Correlation Analysis

Covers correlation and cross-correlations in air pollution data analysis, including time series, autocorrelations, Fourier analysis, and power spectrum.

Describing Data: Statistics and Hypothesis Testing

Covers descriptive statistics, hypothesis testing, and correlation analysis with various probability distributions and robust statistics.

Neuroinformatics: Ontologies

Explores the role of ontologies in neuroscience, focusing on organizing data and defining entity properties.

Performing a search in the Allen Brain Atlas

Covers the tutorial on performing a search in the Allen Brain Atlas, exploring gene expression data.

Dependence Concepts and Copulas

Explores dependence concepts, copulas, correlation fallacies, and rank correlations in statistics.