Non parametric regression estimations over Lp risk based on biased data
Sign Up to like & getrecommendations! Published in 2017 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2015.1044670
Abstract: Abstract Using a wavelet basis, Chesneau and Shirazi study the estimation of one-dimensional regression functions in a biased non parametric model over L2 risk (see Chesneau, C and Shirazi, E. Non parametric wavelet regression based… read more here.
Keywords: parametric regression; regression; biased data; based biased ... See more keywords
Non linear wavelet estimation of regression derivatives based on biased data
Sign Up to like & getrecommendations! Published in 2018 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2018.1473613
Abstract: Abstract This paper considers non linear wavelet estimation on risk for the derivatives of regression function in Besov spaces based on biased data. It turns out that the convergence rate of non linear wavelet estimator… read more here.
Keywords: wavelet estimation; non linear; biased data; based biased ... See more keywords