Predicting the Performance of Retail Market Firms: Regression and Machine Learning Methods

Predicting the Performance of Retail Market Firms: Regression and Machine Learning Methods

The problem of predicting profitability is exceptionally relevant for investors and company owners. This paper examines the factors affecting firm performance and tests and compares various methods based on linear and non-linear dependencies between variables for predicting firm performance. In this...

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Bibliographic Details
Main Authors: Darko B. Vukovic, Lubov Spitsina, Ekaterina Gribanova, Vladislav Spitsin, Ivan Lyzin
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Mathematics
Subjects:
firm performance
non-linear models of panel data forecasting
retail market companies
profitability prediction
random effects regression
machine learning methods
Online Access:https://www.mdpi.com/2227-7390/11/8/1916

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https://www.mdpi.com/2227-7390/11/8/1916

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