About: ROBUST MEDIAN ESTIMATOR FOR GENERALIZED LINEAR MODELS WITH BINARY RESPONSES

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The paper investigates generalized linear models (GLM's) with binary responses such as the logistic, probit, log-log, complementary log-log, scobit and power logit models. It introduces a median estimator of the underlying structural parameters of these models based on statistically smoothed binary responses. Consistency and asymptotic normality of this estimator are proved. Examples of derivation of the asymptotic covariance matrix under the above mentioned models are presented. Finally some comments concerning a method called enhancement and robustness of median estimator are given and results of simulation experiment comparing behavior of median estimator with other robust estimators for GLM's known from the literature are reported. The paper investigates generalized linear models (GLM's) with binary responses such as the logistic, probit, log-log, complementary log-log, scobit and power logit models. It introduces a median estimator of the underlying structural parameters of these models based on statistically smoothed binary responses. Consistency and asymptotic normality of this estimator are proved. Examples of derivation of the asymptotic covariance matrix under the above mentioned models are presented. Finally some comments concerning a method called enhancement and robustness of median estimator are given and results of simulation experiment comparing behavior of median estimator with other robust estimators for GLM's known from the literature are reported. (en)
Title	ROBUST MEDIAN ESTIMATOR FOR GENERALIZED LINEAR MODELS WITH BINARY RESPONSES ROBUST MEDIAN ESTIMATOR FOR GENERALIZED LINEAR MODELS WITH BINARY RESPONSES (en)
skos:prefLabel	ROBUST MEDIAN ESTIMATOR FOR GENERALIZED LINEAR MODELS WITH BINARY RESPONSES ROBUST MEDIAN ESTIMATOR FOR GENERALIZED LINEAR MODELS WITH BINARY RESPONSES (en)
skos:notation	RIV/68407700:21340/12:00199078!RIV13-MSM-21340___
http://linked.open...avai/predkladatel	Fakulta jaderná a fyzikálně inženýrská
http://linked.open...avai/riv/aktivita	S Z
http://linked.open...avai/riv/aktivity	S, Z(MSM6840770039)
http://linked.open...iv/cisloPeriodika	4
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Hobza, Tomáš
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta jaderná a fyzikálně inženýrská
http://linked.open...dnocenehoVysledku	165853
http://linked.open...ai/riv/idVysledku	RIV/68407700:21340/12:00199078
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	generalized linear models; binary responses; statistical smoothing; statistical enhancing; median estimator (en)
http://linked.open.../riv/klicoveSlovo	generalized linear models binary responses median estimator statistical enhancing statistical smoothing
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[0C1BAAB3D5C0]
http://linked.open...i/riv/nazevZdroje	Kybernetika
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2012
http://linked.open...v/svazekPeriodika	48
http://linked.open...iv/tvurceVysledku	Hobza, Tomáš Vajda, I. Pardo, L.
http://linked.open...ain/vavai/riv/wos	000310190200008
http://linked.open...n/vavai/riv/zamer	Matematické, počítačové a experimentální metody ve fyzice
issn	0023-5954
number of pages	27 (xsd:int)
http://localhost/t...ganizacniJednotka	21340
is http://linked.open...avai/riv/vysledek of	ROBUST MEDIAN ESTIMATOR FOR GENERALIZED LINEAR MODELS WITH BINARY RESPONSES

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