Robust estimation of experimental studies results

Authors

  • Yevhen Tymofiiovych Volodarskyi National Technical University "KPI"
  • Larysa Oleksandrivna Kosheva National Aviation University

Keywords:

Robustness, anomalousness, emissions, interquartile range, the statistical reliability of the estimates

Abstract

Shows the effect of emissions which may arise in experimental studies, on accuracy the resulting estimates. Considered robust estimation methods,implementation of whichtakes into account all measurement results without exception. Accounting for all data allows you to choose the the corresponding normal distribution. This provides a reliable of statistical estimates, especially for small volume samples. Are given numerical data to confirm the efficiency of robust methods.

 

Author Biographies

Yevhen Tymofiiovych Volodarskyi, National Technical University "KPI"

Ph.D., professor of automation of experimental studies

Larysa Oleksandrivna Kosheva, National Aviation University

Ph.D., professor of medicine and aerospace Biocybernetics

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How to Cite

[1]
Y. T. Volodarskyi and L. O. Kosheva, “Robust estimation of experimental studies results”, ІТКІ, vol. 31, no. 3, Feb. 2015.

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Section

Information technology and coding theory

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