Comparison of various methods of parameters estimation of MLN5
distribution using simulation study

D 2020

Comparison of various methods of parameters estimation of MLN5 distribution using simulation study

BUDÍK, Ladislav and Marie BUDÍKOVÁ

Basic information

Original name

Comparison of various methods of parameters estimation of MLN5 distribution using simulation study

Authors

BUDÍK, Ladislav and Marie BUDÍKOVÁ

Edition

Bratislava, 19th Conference on Applied Mathematics, APLIMAT 2020 Proceedings, p. 170 - 179, 10 pp. 2020

Publisher

Slovenská technická univerzita Bratislava

Other information

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

EID Scopus

2-s2.0-85082397283

Keywords in English

simulation studies; modified LN5 distribution; method of relative least square method; method of probabilty optimization; triangular method

Abstract

In the original language

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.

Cite

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.

@inproceedings{1663990,
   author = {Budík, Ladislav and Budíková, Marie},
   address = {Bratislava},
   booktitle = {19th Conference on Applied Mathematics, APLIMAT 2020 Proceedings},
   editor = {Dagmar Szarková, Daniela Richtáriková, Monika Prášilová},
   keywords = {simulation studies; modified LN5 distribution; method of relative least square method; method of probabilty optimization; triangular method},
   howpublished = {paměťový nosič},
   language = {eng},
   location = {Bratislava},
   isbn = {978-80-227-4983-1},
   pages = {170 - 179},
   publisher = {Slovenská technická univerzita Bratislava},
   title = {Comparison of various methods of parameters estimation of MLN5 distribution using simulation study},
   year = {2020}
}

TY  - CONF
ID  - 1663990
AU  - Budík, Ladislav - Budíková, Marie
PY  - 2020
TI  - Comparison of various methods of parameters estimation of MLN5 distribution using simulation study
PB  - Slovenská technická univerzita Bratislava
CY  - Bratislava
SN  - 9788022749831
KW  - simulation studies
KW  - modified LN5 distribution
KW  - method of relative least square method
KW  - method of probabilty optimization
KW  - triangular method
N2  - 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.
ER  -

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. \textit{19th Conference on Applied Mathematics, APLIMAT 2020 Proceedings}. Bratislava: Slovenská technická univerzita Bratislava, 2020, p.~170 - 179. ISBN~978-80-227-4983-1.

Přehled o publikaci