When most South Africans apply for a home loan, they're told the basics: improve your credit score, keep your debt-to-income ratio low, and ensure you can afford the repayments. But what happens behind the scenes once your application hits a bank’s credit risk engine is far more complex — and it's grounded in advanced statistical analysis, predictive modeling, and geographic risk profiling.
This article explores how banks in South Africa assess home loan applications through a lens of statistical risk mitigation, going beyond the surface-level criteria and into the data-driven processes used to manage exposure to default.
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Posted by Hannah van Deventer on Saturday, May 10, 2025 Views: 152