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http://dx.doi.org/10.7469/JKSQM.2018.46.3.453

A Study on V50 Calculation in Bulletproof Test using Logistic Regression Model  

Gu, Seung Hwan (Defense Agency for Technology and Quality)
Noh, Seung Min (Seoul National University of Science and Technology, Graduate School of IT Policy)
Song, Seung Hwan (Defense Agency for Technology and Quality)
Publication Information
Journal of Korean Society for Quality Management / v.46, no.3, 2018 , pp. 453-464 More about this Journal
Abstract
Purpose: The purpose of this study is to propose a solution to the case where $V_{50}$ calculation is impossible in the process of bulletproof test. Methods: In this study, we proposed a $V_{50}$ estimation method using logistic regression analysis. Six scenarios were applied by combining the homogeneity of the sample and the speed range. Then, 1,000 simulations were performed per scenario and six assumptions reflecting the reality were applied. Results: The result of the study, it was confirmed that there was no statistical difference between the $V_{50}$ value calculated by the conventional method and the $V_{50}$ value calculated by the improvement method. Therefore, in situations where $V_{50}$ can not be calculated, it is reasonable to use logistic regression analysis. Conclusion: This study develops a methodology that is easy to use and reliable by using statistical model based on actual data.
Keywords
Ballistic Test; $V_{50}$; Bulletproof;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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