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Eigenvalues Eigenvectors
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0:14
YouTube
Understand The Math
What is an Eigenvalue? (Simple Explanation)
📚 What is an Eigenvalue? In this video, we introduce eigenvalues and explain what they represent in linear algebra. 🔍 What You’ll Learn in This Video: Definition of an Eigenvalue A value that describes how an eigenvector is scaled Connection to Eigenvectors Eigenvectors stay on the same line when multiplied by a matrix Eigenvalues tell ...
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The math behind portfolio optimization has a problem. If you have N stocks and only T days of data, your correlation matrix is mostly noise. In this video, only 8 eigenvalues out of 400 were real signal. The other 392 were statistical illusion. The fix comes from nuclear physics. In 1955 Wigner used random matrix theory to model the energy levels of uranium nuclei. In 1967 Marchenko and Pastur extended his framework to sample covariance matrices, giving the exact formula for which eigenvalues ar
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