Sensitivity Analysis 101

How sensitive is sensitivity analysis?

Nicolas Rabener
10 min read
27 Oct 2025

SUMMARY

  • Sensitivity analysis can highlight portfolio risks
  • However, it is sensitive to data availability and assumptions
  • Focusing on tail betas is sensible

INTRODUCTION

The U.S. stock market is currently being driven by a small group of stocks, creating a concentration risk not seen in decades. While comparisons to the 2000 tech bubble are common, a key difference is that today’s leading companies, such as Microsoft and Apple, are highly profitable businesses.

Still, the Shiller CAPE ratio recently surpassed 40 – a level last reached in 2000 – indicating that valuations are very expensive. A common way to assess portfolio risk is through sensitivity analysis, asking questions like: how much would my portfolio fall if the Nasdaq dropped by 50%?

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