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Historical Analysis Pitfalls Recap

13 minPRO
6/6

Key Takeaways

  • Three key biases — survivorship, recency, and cherry-picking — are counteracted by structural analytical controls.
  • The narrative fallacy makes biased analysis feel convincing — use probability ranges, not single-point predictions.
  • Stress-test against historical worst cases: 25% price decline, doubled vacancy, 300bp rate increase.
  • Calibrated confidence — knowing the limits of your knowledge — outperforms false certainty.
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Test Your Knowledge

1.What is survivorship bias in real estate investing?

2.A syndicator cites 120% appreciation since 2012 for their target market. What is the primary analytical concern?

3.What is the recommended approach for projecting home price appreciation in financial models?