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Department of Mathematical Sciences

Academic Staff

Publication details for Jochen Einbeck

Taylor, James & Einbeck, Jochen (2011), Multivariate regression smoothing through the 'fallling net', in Conesa, David, Forte, Anabel, Lopez-Quilez, Antonio & Munoz, Facundo eds, 26th international workshop on statistical modelling. Valencia, Statistical Modelling Society, Valencia, 597-602.

Author(s) from Durham

Abstract

We consider multivariate regression smoothing through a conditional mean shift procedure. By computing local conditional means iteratively over a set or grid of target points, at each iteration a `net' is formed which gently drifts towards the data cloud, until it settles at the conditional modes of the response distribution.
The method is edge-preserving and allows for multi-valued response.