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Regression analysis / Least squares / Big O notation / Convex function / Linear regression / Derivative / Exponentiation / Smoothing spline / Reduction / Mathematical analysis / Mathematics / Statistics


Submitted to the Annals of Statistics RISK OF PENALIZED LEAST SQUARES, GREEDY SELECTION AND `1 -PENALIZATION FOR FLEXIBLE FUNCTION LIBRARIES B Y C ONG H UANG , G ERALD H. L. C HEANG
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Document Date: 2008-03-21 22:31:14


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Bernstein / Cox / Tibshirani / /

Event

Business Partnership / /

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F. Building / BARRON Yale University / Mn library / /

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forward stepwise algorithms / stepwise selection algorithms / Functional analysis tools / greedy algorithms / relaxed greedy algorithms / convex optimization algorithms / learning algorithm / /

Organization

Fm / Yale University / /

Technology

stepwise selection algorithms / on-line learning algorithm / convex optimization algorithms / neural network / relaxed greedy algorithms / forward stepwise algorithms / /

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