Difference between revisions of "Portfolio Stability Index"

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Revision as of 21:02, 11 September 2020

Definition

Portfolio Stability Index (PSI, more general: Population Stability Index) is a measure of the divergence of frequency distributions between two samples (typically over time)

Usage

The index is used to measure the divergence between a development sample and the current portfolio as part of monitoring or Credit Scorecard Validation.

Formula

Failed to parse (lexing error): PSI = \sum_i (\frac{A_i}{A_T} − \frac{M_i}{M_T}) log(\frac{\frac{A_i}{A_T}}{\frac{M_i}{M_T}}

where

  • i is the i-th Credit Score band
  • A_i is actual default rate for class i
  • M_i is modelled default rate for class i
  • A_T, M_T are the total actual and modelled default rates respectively


See Also