ATLASResearch
methods
Quantitative/ Research design

Stress testing

Explore conditional vulnerability under adverse scenarios

Stress testing projects outcomes under specified adverse conditions. Sensitivity tests vary particular drivers; scenario tests combine coherent shocks; reverse stress tests ask what conditions would cause a defined failure. Banking applications connect macroeconomic or market changes to losses, income, liquidity and capital. The exercise is conditional on assumptions and does not assign a probability unless a separate probability model is supplied.

WHEN IT FITS

Choose this for vulnerability assessment when rare adverse states are poorly represented in observed data. It requires an explicit exposure model and a defensible account of how shocks transmit through the system.

Strengths

  • Explores adverse states beyond a short historical sample
  • Makes transmission mechanisms and management assumptions inspectable

Limitations

  • Results depend strongly on scenario and balance-sheet assumptions
  • Feedback, contagion and behavioural responses are difficult to model

Know the boundary

A stress scenario is not a forecast and its severity is not its probability.

USED ACROSS
Banking & financeBusiness & MBA