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Development of a regression model and assessment of its adequacy based on a full factorial experiment in the process of vehicle testing

Field of Science:Artificial IntelligenceComputational Theory and MathematicsComputer Graphics and Computer-Aided DesignComputer Networks and CommunicationsComputer Science (miscellaneous)Information SystemsSignal ProcessingSoftware
National field of science (HAC):05.01.01 — Engineering geometry and computer graphics. Audio and video technologies05.01.02 — Systems analysis, control and information processing05.01.03 — Theoretical foundations of informatics05.01.04 — Mathematical and software support of computers, complexes and computer networks05.01.05 — Information protection methods and systems. Information security05.02.03 — Technological machines. Robots, mechatronics and robotic systems05.01.08 — Automation and control of technological processes and productions05.01.09 — Document studies. Archival science. Library science05.01.10 — Information retrieval systems and processes05.01.11 — Digital technologies and artificial intelligence05.04.01 — Telecommunication and computer systems, telecommunication networks and devices. Information distribution05.04.02 — Radio engineering, radionavigation, radiolocation and television systems and devices. Mobile and fiber-optic communication systems08.00.14 — Information systems and technologies in economics08.00.16 — Digital economy and international digital integration11.00.07 — Geoinformatics21.01.09 — Military command and communication systems21.02.12 — Military cybernetics, systems analysis, operations research, modeling of combat operations and military systems (including Armed Forces branches, arms of service and special units)05.01.06 — Elements and devices of computer engineering and control systems05.01.07 — Mathematical modeling. Numerical methods and software packages10.00.11 — Language theory. Applied and computational linguistics13.00.06 — Theory and methods of e-learning (by education fields and levels)21.02.13 — Informatics and computer technologies in military affairs
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Scientific electronic journal "Digital Economy"

Scientific electronic journal "Digital Economy"

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ARTICLE ANNOTATION

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This article investigates the application of the full factorial experiment method in automobile testing to obtain experimental results and construct a regression model. Key factors affecting automobile test results are identified and analyzed using mathematical and statistical methods. The adequacy of the model is evaluated based on the Cochran and Fisher criteria. The results confirm the high efficiency of the full factorial experiment method in optimizing automobile testing processes and supporting engineering decision-making.

AUTHORS

B.Qayumov

ANDIJON DAVLAT TEXNIKA INSTITUTI

Tags

# optimization# Cochran criterion# Fisher criterion# statistical analysis# regression model# automobile testing# full factorial experiment

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Article Identifiers

ROI:

https://eroi.uz/11.142/A026-699894

DOI:

Not Available

References

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