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Step functions can be used to construct approximations to the underlying regression function f. To construct a step function estimate of f, we choose K

Step functions can be used to construct approximations to the underlying regression function f. To construct a step function estimate of f, we choose K cut points and construct (K+1) new variables C_k(X) (k

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