Modify the definition of the orthogonal series estimate in such a way that the resulting estimate is weakly and strongly universally consistent for univariate X. Hint: Proceed similarly as in Problem 10.6.
Use complexity regularization to choose the parameters of the estimate in Problem 19.2.
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