Probabilistic moments of a nonparametric estimate of a regression function

Expressions for the first probabilistic moments of nonparametric estimation are provided and studied for the regression function and its derivative. The effect of valuesof fuzziness coefficients and of the kernel shape on the estimate bias and variance iss studied.