4 citations · 8 across the 16 of their papers we have counts for
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A change-point problem for -dependent multivariate random field
Vitalii Makogin, Duc Nguyen
In this paper, we consider a change-point problem for a centered, stationary and -dependent multivariate random field. Under the distribution free assumption, a change-point tes…
Prediction of random variables by excursion metric projections
Vitalii Makogin, Evgeny Spodarev
We use the concept of excursions for the prediction of random variables without any moment existence assumptions. To do so, an excursion metric on the space of random variables is…
The entropy based goodness of fit tests for generalized von Mises-Fisher distributions and beyond
Nikolai Leonenko, Vitalii Makogin, Mehmet Siddik Cadirci
We introduce some new classes of unimodal rotational invariant directional distributions, which generalize von Mises-Fisher distribution. We propose three types of distributions, o…
Entropy-based test for generalized Gaussian distributions
Mehmet Siddik Cadirci, Dafydd Evans, Nikolai Leonenko +1
In this paper, we provide the proof of consistency for the th nearest neighbour distance estimator of the Shannon entropy for an arbitrary fixed We construct th…