Wavelet Pointwise Estimation of the Derivative of Density Based on Biased Data

The pointwise estimation for the density derivative function with multiplicative noises by wavelets was discussed. Wavelet estimator of the density derivative function was constructed and the upper bounds over Hölder space were provided. Results show that the upper bounds of the convergence order of the wavelet estimator are the same for any x.