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Asymptotic properties of Minimum Kolmogorov distance density estimators
The paper deals with sufficient conditions for consistency of minimum Kolmogorov distance density estimators and minimum Kolmogorov-Smirnov distance density estimators. The results of Vapnik-Chervonenkis theory are...
BA - Obecná matematika
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Kolmogorov-Cramér Type Estimators
of newly introduced estimates with the original Kolmogorov and Cramér-von MisesWe study consistency of MD estimates and their robustness, as well as its introduce a wide class of modifications of the Kolmogorov-Cr...
BA - Obecná matematika
- 2012 •
- O
Rok uplatnění
O - Ostatní výsledky
Probability density estimators, their properties and applications
is studied. Kolmogorov distance estimator is known to be consistent of the order n^1/2 for Kolmogorov distance estimator is proven under weaker conditions and the L1 consistency, and Kolmogorov - Cramér <...
Statistics and probability
- 2023 •
- O
Rok uplatnění
O - Ostatní výsledky
Minimum Kolmogorov Distance and Minimum Blended phi-divergence Estimators
We show that the approximate minimum distance estimator (ADE) exists if certain conditions are fulfiIled and that the approximate minimum Kolmogorov distance estimator is always arobust estimator of the true densit...
BA - Obecná matematika
- 2006 •
- O
Rok uplatnění
O - Ostatní výsledky
Consistency and robustness of Cramér-von Mises type estimators
distance estimate and so called Kolmogorov-Cramér minimum distance estimate (KC) which includes both Kolmogorov and Cramér-von Mises estimates as the limiting special cases. We prove the consistency of KC...
BA - Obecná matematika
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Consistency and robustness of Cramér-von Mises type estimators
distance estimate and so called Kolmogorov-Cramér minimum distance estimate (KC) which includes both Kolmogorov and Cramér-von Mises estimates as the limiting special cases. We prove the consistency of KC...
BA - Obecná matematika
- 2011 •
- O
Rok uplatnění
O - Ostatní výsledky
Generalized Cramér - von Mises distance estimators
and secondis the so called Kolmogorov-Cramér estimate. Its character is controlled. Kolmogorov-Cramér estimate includes both Kolmogorov and Cramér-von Mises estimates as the limiting cases. For m...
BA - Obecná matematika
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Asymptotic properties of Minimum Kolmogorov distance density estimators
This paper focuses on the minimum Kolmogorov distance density estimate f_n of probability density f on the real line. The rate of consistency for n to infinity is known if the degree of variations is finite. The rate of consistency ...
BA - Obecná matematika
- 2008 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
The Consistency and Robustness of Modified Cramer-Von Mises and Kolmogorov-Cramer Estimators
, standard Kolmogorov, and Cramér -von Mises distance estimators of the normal familyThis article focuses on the minimum distance estimators under two newly of Cramér - von Mises distance is defined together with the so-cal...
BB - Aplikovaná statistika, operační výzkum
- 2013 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Simulation study for robustness and consistency of minimum distance density estimates under physical data framework
of newly introduced estimates with the original Kolmogorov and Cramér-von MisesWe are interested in consistency of these estimates and their robustness physics. We introduce a wide class of modifications of the Kolmogo...
BA - Obecná matematika
- 2012 •
- O
Rok uplatnění
O - Ostatní výsledky
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