Nonclassical parameters in kernel estimation
Journal Title: Bulletin de la Société des sciences et des lettres de Łódź, Série: Recherches sur les déformations - Year 2016, Vol 0, Issue 1
Abstract
In kernel method, using in estimation as well as in hypothesis testing problems, two parameters should be fixed: kernel function and smoothing parameter. Some methods of kernel estimation and methods of choosing kernel parameters (classical and nonclassical) are presented. Basing on simulation study results, chosen kernel estimation methods are compared, taking into account their properties.
Authors and Affiliations
Aleksandra Baszczyńska
Separating transformation and extremal decomposition of the complex plane / Przekształcenie oddzielające i eksperymentalny rozkład płaszczyzny zespolonej
The paper is devoted to extremal problems of the geometric function theory of complex variable associated with estimates of functionals defined on systems of non-overlapping do- mains. In particular, focus of investigati...
Binary and ternary structures in physics II. Binary and ternary structures in elementary particle physics vs. those in the physics of condensed matter / Struktury binarne i ternarne fizyki cząstek elementarnych a fizyka fazy skondensowanej
We recall the common understanding on the history of the universe and give the de- scriptions of quarks by Turing machine. Then we proceed to the basic problems by use of Turing machine. Finally, we discuss the quark con...
Reduced incidence algebras description of cobweb posets and KoDAGs
The notion of reduced incidence algebra of an arbitrary cobweb poset is delivered. The incidence algebra combinatorial characterization for an arbitrary positive integers valued sequence is given.
On the differential subordination of harmonic mean to a linear function / O podporządkowaniu różniczkowym średniej harmonicznej funkcji liniowej
In this paper we examine the differential subordination related to the harmonic mean. For a dominant being a linear function we improve the general result of [?].
Classes of convex polyhedra closed under Minkowski addition / Klasy wielościanów wypukłych zamknięte ze względu na dodawanie Minkowskiego
In this paper we study classes of convex polyhedra with normal vectors belonging to a given finite set G of vectors. Since a Minkowski sum A+B of two polyhedra may have normal vectors which are normal to no face of A or...