Article ID Journal Published Year Pages File Type
10527312 Stochastic Processes and their Applications 2015 34 Pages PDF
Abstract
We derive a nonparametric test for constant beta over a fixed time interval from high-frequency observations of a bivariate Itô  semimartingale. Beta is defined as the ratio of the spot continuous covariation between an asset and a risk factor and the spot continuous variation of the latter. The test is based on the asymptotic behavior of the covariation between the risk factor and an estimate of the residual component of the asset, that is orthogonal (in martingale sense) to the risk factor, over blocks with asymptotically shrinking time span. Rate optimality of the test over smoothness classes is derived.
Related Topics
Physical Sciences and Engineering Mathematics Mathematics (General)
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