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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
http://linked.open...avai/riv/aktivity
  • I, S
http://linked.open...iv/cisloPeriodika
  • 11
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 47322
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/14:PU109033
http://linked.open...riv/jazykVysledku
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
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
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 85
http://linked.open...iv/tvurceVysledku
  • Fusek, Michal
  • Michálek, Jaroslav
issn
  • 0094-9655
number of pages
http://bibframe.org/vocab/doi
  • 10.1080/00949655.2014.923886
http://localhost/t...ganizacniJednotka
  • 26220
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