Statistical Diagnostics of Reproductive Dispersion Model Based on Pena Distance

DOI

10.2991/msbda-19.2019.10How to use a DOI?

Keywords

Pena distance, Reproductive dispersion model, Data deletion model, Statistical diagnostics

Abstract

The statistical diagnostics of the reproductive dispersion model based on the Pena distance is discussed. The expression of the Pena distance under the reproductive dispersion model is obtained, and its properties are discussed, and the discrimination of high-leverage outlier is obtained. In addition, comparing the Pena distance with the Cook distance, the conclusion that the Pena distance is better than the Cook distance under certain conditions is obtained. The model and method are scientific and reasonable through the case example analysis.

Copyright

© 2019, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Lin Dai
AU  - Hanchi Lu
AU  - Liucang Wu
PY  - 2019/08
DA  - 2019/08
TI  - Statistical Diagnostics of Reproductive Dispersion Model Based on Pena Distance
BT  - Proceedings of the 2019 International Conference on Modeling, Simulation and Big Data Analysis (MSBDA 2019)
PB  - Atlantis Press
SP  - 60
EP  - 64
SN  - 2352-538X
UR  - https://doi.org/10.2991/msbda-19.2019.10
DO  - 10.2991/msbda-19.2019.10
ID  - Dai2019/08
ER  -