BUDÍK, Ladislav and Marie BUDÍKOVÁ. Comparison of various methods of parameters estimation of MLN5 distribution using simulation study. In Dagmar Szarková, Daniela Richtáriková, Monika Prášilová. 19th Conference on Applied Mathematics, APLIMAT 2020 Proceedings. Bratislava: Slovenská technická univerzita Bratislava, 2020, p. 170 - 179. ISBN 978-80-227-4983-1.
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Basic information
Original name Comparison of various methods of parameters estimation of MLN5 distribution using simulation study
Authors BUDÍK, Ladislav (203 Czech Republic, guarantor) and Marie BUDÍKOVÁ (203 Czech Republic, belonging to the institution).
Edition Bratislava, 19th Conference on Applied Mathematics, APLIMAT 2020 Proceedings, p. 170 - 179, 10 pp. 2020.
Publisher Slovenská technická univerzita Bratislava
Other information
Original language English
Type of outcome Proceedings paper
Field of Study 10103 Statistics and probability
Country of publisher Slovakia
Confidentiality degree is not subject to a state or trade secret
Publication form storage medium (CD, DVD, flash disk)
RIV identification code RIV/00216224:14310/20:00115853
Organization unit Faculty of Science
ISBN 978-80-227-4983-1
Keywords in English simulation studies; modified LN5 distribution; method of relative least square method; method of probabilty optimization; triangular method
Tags International impact, Reviewed
Changed by Changed by: RNDr. Marie Budíková, Dr., učo 328. Changed: 8/2/2021 09:40.
Abstract
In this paper, we present the results of a simulation study that was focused on investigating the properties of four methods for estimating the parameters of the cumulative frequency curve of a modified LN5 distribution. We assess the quality of estimates by deviations of estimated parameters or extrapolated values from theoretical values. The simulation study pointed to some problems that will be the subject of further research.
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