About: Statistical analysis of type I multiply left-censored samples from exponential distribution

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Left-censored data with one or more detection limits often arise in environmental contexts. The computational procedure for calculation of maximum likelihood estimators of the parameter for Type I multiply left-censored data from underlying exponential distribution is suggested and used considering various numbers of detection limits. The expected Fisher information measure (FIM) is analytically determined and its performance is compared with sample (observed) FIM using simulations. Simulations are focused primarily on the properties of estimators for small sample sizes. Moreover, the simulations follow the possible applications of the results in the statistical analysis of real chemical data. Left-censored data with one or more detection limits often arise in environmental contexts. The computational procedure for calculation of maximum likelihood estimators of the parameter for Type I multiply left-censored data from underlying exponential distribution is suggested and used considering various numbers of detection limits. The expected Fisher information measure (FIM) is analytically determined and its performance is compared with sample (observed) FIM using simulations. Simulations are focused primarily on the properties of estimators for small sample sizes. Moreover, the simulations follow the possible applications of the results in the statistical analysis of real chemical data. (en)
Title	Statistical analysis of type I multiply left-censored samples from exponential distribution Statistical analysis of type I multiply left-censored samples from exponential distribution (en)
skos:prefLabel	Statistical analysis of type I multiply left-censored samples from exponential distribution Statistical analysis of type I multiply left-censored samples from exponential distribution (en)
skos:notation	RIV/00216305:26220/14:PU109033!RIV15-MSM-26220___
http://linked.open...avai/riv/aktivita	I S
http://linked.open...avai/riv/aktivity	I, S
http://linked.open...iv/cisloPeriodika	11
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Fusek, Michal
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	Vysoké učení technické v Brně / Fakulta elektrotechniky a komunikačních technologií
http://linked.open...dnocenehoVysledku	47322
http://linked.open...ai/riv/idVysledku	RIV/00216305:26220/14:PU109033
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	multiply left-censored sample, maximum likelihood estimator, exponential distribution, Fisher information measure, Type I censoring (en)
http://linked.open.../riv/klicoveSlovo	multiply left-censored sample Type I censoring maximum likelihood estimator Fisher information measure exponential distribution
http://linked.open...odStatuVydavatele	GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV	[E78A4522EA31]
http://linked.open...i/riv/nazevZdroje	JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2014
http://linked.open...v/svazekPeriodika	85
http://linked.open...iv/tvurceVysledku	Fusek, Michal Michálek, Jaroslav
issn	0094-9655
number of pages	16 (xsd:int)
http://bibframe.org/vocab/doi	10.1080/00949655.2014.923886
http://localhost/t...ganizacniJednotka	26220

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