Publication result detail

Statistical Inference of Doubly Left-Censored Samples from Exponential Distribution

FUSEK, M.; MICHÁLEK, J.

Original Title

Statistical Inference of Doubly Left-Censored Samples from Exponential Distribution

English Title

Statistical Inference of Doubly Left-Censored Samples from Exponential Distribution

Type

Abstract

Original Abstract

The contribution deals with application of censored samples in environmental studies. The maximum likelihood approach together with doubly left-censored data is used. The exact Fisher information is derived and used for determination of confidence intervals for parameter estimates. These results are compared with those obtained from the empirical Fisher information on simulated data. Results are also demonstrated on environmental data of biotic matrices contamination.

English abstract

The contribution deals with application of censored samples in environmental studies. The maximum likelihood approach together with doubly left-censored data is used. The exact Fisher information is derived and used for determination of confidence intervals for parameter estimates. These results are compared with those obtained from the empirical Fisher information on simulated data. Results are also demonstrated on environmental data of biotic matrices contamination.

Keywords

doubly left-censored sample, maximum likelihood, Fisher information, environmental data

Key words in English

doubly left-censored sample, maximum likelihood, Fisher information, environmental data

Authors

FUSEK, M.; MICHÁLEK, J.

RIV year

2013

Released

01.05.2012

Location

Mukachevo, Ukraine

Book

XIX International Conference Problems of Decision Making under Uncertainties

Pages from

23

Pages to

24

BibTex

@misc{BUT93070,
  author="Michal {Fusek} and Jaroslav {Michálek}",
  title="Statistical Inference of Doubly Left-Censored Samples from Exponential Distribution",
  booktitle="XIX International Conference Problems of Decision Making under Uncertainties",
  year="2012",
  pages="23--24",
  address="Mukachevo, Ukraine",
  note="Abstract"
}