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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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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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Kian Sadeghi, CEO of Nucleus Genomics, wants to help parents design their own babies, from height to IQ to personality traits. What happens to humanity when we have the power to tamper with life’s formula?
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Cells 🔬 Top tips for 12th May • Eukaryotic cells are animal, plant and fungal cells as they have a nucleus • Prokaryotic cells such as bacteria do not have a nucleus • Eukaryotic and prokaryotic cells share similar ones such as cytoplasm, cell membrane & Ribosomes
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I made this last night! Check out my track while learning some cool facts about the universe! I thought it was appropriate as I keep seeing posts of TON 618. I pay homage to the giants. They are the nucleus of our galaxies. The true
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TikTokmiketon618
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