This documentation is for astroML version 0.2

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Scipy 2012 (15 minute talk)

Scipy 2013 (20 minute talk)

If you use the software, please consider citing astroML.

This chapter develops the classical or “frequentist” approach to statistics.

Evaluating a model fit with chi-square

1D Gaussian Mixture Example

Bootstrap Calculations of Error on Mean

Jackknife Calculations of Error on Mean

Example of classification

Example of Benjamini & Hochberg Method

Gaussianity Tests

Lynden-Bell C- setup

Luminosity function code on toy data

Lynden-Bell Luminosity function