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András Bátkai
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Density function approximation with respect to $L^1$ distance

Given iid samples $X_1,...,X_N$ drawn from some unknown distribution with not necessarily continuous density function $f(x)$ are there any theorems/papers where based on the data $X_1,...,X_N$ an estimator $f_N(x)$ of $f(x)$ is defined and the approximation rate $$\int_{\mathbb{R}}|f(x)-f_N(x)|dx$$ is estimated?