NUMERICAL CHARACTERISTICS OF BULLETS FIRED SEQUENTIALLY FROM AIR TO GROUND MATHEMATICAL-STATISTICAL ANALYSIS

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  • Allamuradova Nasiba Baxtiyor qizi

    Associate Professor of the Department of General Engineering and Natural Sciences at the Military Aviation Institute of the

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Abstract

In this article, ballistic motion parameters of  bullets fired from air to ground under random conditions (altitude 300–1500 m, initial velocity ~900 ) were calculated based on Monte Carlo simulation and analyzed using mathematical-statistical methods. Descriptive statistics, distribution shape tests (Kolmogorov-Smirnov, Shapiro-Wilk), correlation analysis, and kernel density estimation (KDE) were performed for impact velocity, horizontal displacement, and kinetic energy indicators. Results are presented through graphs and tables.

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References

1.McCoy R.L. Modern Exterior Ballistics. Schiffer Military History, 2012.

2.Hafer R.A., Jewell J.W. Aircraft Handling Qualities. Reston: AIAA, 2005.

3.Shapiro S.S., Wilk M.B. An analysis of variance test for normality // Biometrika. 1965. V.52. P.591–611.

4.Kolmogorov A.N. Sulla determinazione empirica di una legge di distribuzione // G. Ist. Ital. Attuari. 1933. V.4.

5.Metropolis N., Ulam S. The Monte Carlo method // J. Amer. Statist. Assoc. 1949. V.44. P.335–341.

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Published
2026-06-08
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How to Cite

Allamuradova Nasiba Baxtiyor qizi. (2026). NUMERICAL CHARACTERISTICS OF BULLETS FIRED SEQUENTIALLY FROM AIR TO GROUND MATHEMATICAL-STATISTICAL ANALYSIS. IFSMRC African International Journal of Research in Management, 14(06), 279-284. https://ifsmrc.org/index.php/aijrm/article/view/353

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