Regression with a circular response is a topic of current interest. We introduce non-parametric smoothing for this problem. Simple adaptations of a weight function enable a unified formulation for both real-line and circular predictors, whereas these cases have been tackled by quite distinct parametric methods.
Non-parametric Regression for Circular Responses / MARCO DI MARZIO; AGNESE PANZERA; CHARLES C. TAYLOR. - In: SCANDINAVIAN JOURNAL OF STATISTICS. - ISSN 0303-6898. - STAMPA. - 40:(2013), pp. 238-255. [10.1111/j.1467-9469.2012.00809.x]
Non-parametric Regression for Circular Responses
PANZERA, AGNESE;
2013
Abstract
Regression with a circular response is a topic of current interest. We introduce non-parametric smoothing for this problem. Simple adaptations of a weight function enable a unified formulation for both real-line and circular predictors, whereas these cases have been tackled by quite distinct parametric methods.
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