HARNESSING THE POWER OF ARTIFICIAL NEURAL NETWORKS FOR ADVANCED STATISTICAL ANALYSIS

Authors

  • Mukhitdinova Munavvarhon Khayotovna Doctoral Student of the 3rd Year of the Institute for Advanced Training of Personnel and Statistical Research

Keywords:

Artificial Neural Networks, Statistical Analysis, Literature Review, Methodological Developments, Practical Applications, Future Directions.

Abstract

This article provides a comprehensive review of the use of Artificial Neural Networks (ANNs) in advanced statistical analysis. Due to the growing complexity and scale of data, traditional statistical methods often do not provide accurate and reliable analysis. ANNs, with their inherent ability to model non-linear relationships and process multidimensional data, are an effective solution. Methodological developments, practical applications and problems arising from the use of ANN for statistical research are analyzed.

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Published

2023-06-18

Issue

Vol. 13 (2023)

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

How to Cite

HARNESSING THE POWER OF ARTIFICIAL NEURAL NETWORKS FOR ADVANCED STATISTICAL ANALYSIS. (2023). American Journal of Business Management, Economics and Banking, 13, 96-100. https://americanjournal.org/index.php/ajbmeb/article/view/996