Prediction of IPO performance from prospectus using multinomial logistic regression, a machine learning model

In this study, we investigated and determined the financial indicators that significantly affect the performance of initial public offerings (IPOs) by using the Multi-Logistic Regression (MLR) method based on several financial variables as independent variables extracted from prospectuses. The prosp...

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Bibliographic Details
Main Authors: Mazin Fahad Alahmadi, Mustafa Tahsin Yilmaz
Format: Article
Language:English
Published: AIMS Press 2025-03-01
Series:Data Science in Finance and Economics
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/DSFE.2025006
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