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Econometric modeling for proactive risk management of financial failure in Moroccan SMEs: a stepwise logistic regression approach in python

Abstract This study develops a predictive model of financial failure specifically tailored to Moroccan small and medium-sized enterprises, based on financial data collected from a matched sample of 30 companies over the period 2019–2021. The methodology incorporates classical statistical techniques,...

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Hlavní autoři: Dina Ait Lahcen, Nour-Eddin Amghar
Médium: Artigo
Jazyk:Inglês
Vydáno: SpringerOpen 2025-08-01
Edice:Future Business Journal
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On-line přístup:https://doi.org/10.1186/s43093-025-00613-8
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