{"product_id":"smoothing-techniques-for-curve-estimation-proceedings-of-a-workshop-held-in-heidelberg-april-2-4-1979-9783540097068","title":"Smoothing Techniques for Curve Estimation: Proceedings of a Workshop Held in Heidelberg, April 2-4, 1979","description":"\u003cp\u003e • Author(s): Thomas Gasser | M. Rosenblatt\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: General\u003c\/p\u003e\u003cp\u003eNonparametric curve estimation.- A tree-structured approach to nonparametric multiple regression.- Kernel estimation of regression functions.- Total least squares.- Some theoretical results on Tukey's 3R smoother.- Bias- and efficiency-robustness of general M-estimators for regression with random carriers.- Approximate conditional-mean type smoothers and interpolators.- Optimal convergence properties of kernel estimates of derivatives of a density function.- Density quantile estimation approach to statistical data modelling.- Global measures of deviation for kernel and nearest neighbor density estimates.- Some comments on the asymptotic behavior of robust smoothers.- Cross-validation techniques for smoothing spline functions in one or two dimensions.- Convergence rates of \"thin plate\" smoothing splines wihen the data are noisy.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":47615397560471,"sku":"9783540097068","price":5231.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783540097068.webp?v=1775100523","url":"https:\/\/atlanticbooks.com\/products\/smoothing-techniques-for-curve-estimation-proceedings-of-a-workshop-held-in-heidelberg-april-2-4-1979-9783540097068","provider":"Atlantic Books","version":"1.0","type":"link"}