Day 2 material for the AstroData Hack Week

Daniela:

• intro to probability theory
• maximum likelihood estimation
• goodness of fit
• hypothesis testing
• model selection

David:

• histograms as an example of non-parametric modeling
• gaussian mixtures and Extreme Deconvolution as a practical example
• the bootstrap and jackknife confidence estimation