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Convex Nonparametric Least Squares (CNLS) is a nonparametric regression method that does not require a priori specification of the functional form. The CNLS problem is solved by mathematical programming techniques; however, since the CNLS problem size grows quadratically as a function of the...
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This paper considers the nonlinear theory of G-martingales as introduced by Peng in [16, 17]. A martingale … representation theorem for this theory is proved by using the techniques and the results established in [20] for the second order …
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