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Olga edited Methods Description.tex
over 9 years ago
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\section{Methods Description} \label{sec:methods}
\subsection{GMM} \label{sec:methods-gmm}
To Olga and Yingyi, you guys should fill in this part of the article.
\href{http://en.wikipedia.org/wiki/Expectation\%E2\%80\%93maximization_algorithm#mediaviewer/File:EM_Clustering_of_Old_Faithful_data.gif}{GMM (Gaussian mixture modeling)}
methods maximize method maximizes the
liklihood likelihood of the data set using EM (expectation-maximization)
method method.
Input data:
$K = 2$ (number of mixture components)
$N = $ number of observations
$\theta = (\mu_{1},\mu_{2}, \sigma_1, \sigma_2, p)$
\subsection{Excess-mass method (EMM)} \label{sec:methods-emm}