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Lecture 15 Factor Models - MIT OpenCourseWare

Lecture 15 Factor Models - MIT OpenCourseWare

ocw.mit.edu

Statistical Factor Models: Factor Analysis Principal Components Analysis Statistical Factor Models: Principal Factor Method. Fama-French Approach (Eugene Fama and Kenneth French) For every time period t;apply cross-sectional sorts to de ne factor realizations. For a given asset attribute, sort the assets at

  Lecture, Analysis, Model, Factors, Principal, Mit opencourseware, Opencourseware, Lecture 15 factor models, Analysis principal

Principal Components Analysis

Principal Components Analysis

www.stat.cmu.edu

Principal Components Analysis Principal components analysis (PCA) is one of a family of techniques for taking ... PCA is one of the simplest and most robust ways of doing such dimensionality reduction. It is also one of the oldest, and has been rediscovered many times in ... components: the kth principal component is the leading component of ...

  Analysis, Principal, Component, Robust, Principal component, Analysis principal

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