Smooth Design-Adapted Wavelets for Nonparametric Stochastic Regression

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Regression in random design and warped wavelets (2004, methodology): “…refinement by Maxim (2002) for a random design; the weighted wavelet transform of Foster (1996); the isometric method of Sardy et al. (1999); the penalization method of Antoniadis and Fan (2001); and the specific construction of wavelets adapted to the design of Delouille et al. (2001; 2004).”
Multiscale methods for data on graphs and irregular multidimensional situations (2009, methodology): “Adaptations of lifting to curve estimation problems in one dimension are discussed in Vanraes et al. (2002) and Delouille et al. (2004).”