Mukhitdinova Munavvarhon Khayotovna,
Doctoral student of the 3rd year of the Institute for
Advanced Training of Personnel and Statistical Research
Email: mmunavvar@mail.ru
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 analysed.
Keywords: Artificial Neural Networks, Statistical Analysis, Literature Review, Methodological Developments, Practical Applications, Future Directions.