We discuss the problem of estimating a nonparametric regression function when both the predictor and the response lie on a spherical domain, using local rotations. We also present the R package nprotreg, devoted to its implementation.
Spherical regression with local rotations and implemetation in R / Marco Di Marzio, S.F.. - STAMPA. - (2019), pp. 269-276. (SIS 2019 ).
Spherical regression with local rotations and implemetation in R
Agnese Panzera;
2019
Abstract
We discuss the problem of estimating a nonparametric regression function when both the predictor and the response lie on a spherical domain, using local rotations. We also present the R package nprotreg, devoted to its implementation.
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