Product detail
MultiLeftCensor 1.0
FUSEK, M.
Product type
software
Abstract
When dealing with environmental or chemical data, left censoring with one or more detection limits often arise. MultiLeftCensor 1.0 is a software for statistical analysis of type I multiply left-censored random samples from exponential and Weibull distribution. Unknown parameters of the particular distributions are estimated using the maximum likelihood method. Estimates of the parameters variances are based on the expected Fisher information matrix. Moreover, statistical tests (Lagrange multiplier test, likelihood ratio test, Wald test) for comparison of two independent type I multiply left-censored samples from exponential and Weibull distribution are implemented.
Keywords
Fisher information matrix; Lagrange multiplier; multiple left censoring; likelihood ratio; maximum likelihood; Wald test
Create date
13. 11. 2013
Location
UMAT FEKT VUT v Brně, Technická 2848/8, 616 00 Brno
Possibilities of use
K využití výsledku jiným subjektem je vždy nutné nabytí licence
Licence fee
Poskytovatel licence na výsledek nepožaduje licenční poplatek
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