Capital Market Expectations: Forecasting Asset Class Returns

Free CFA Level III: Private Markets lesson in Asset Allocation. 37 min read, ~5,533 words.

Geometric mean ≈ arithmetic mean minus one-half variance; use geometric for compounding, arithmetic for single-period optimization. Shrinkage estimators pull extreme sample estimates toward a structured target to cut estimation error; weight the target more with smaller, noisier samples. Singer-Terhaar blends fully integrated and fully segmented ICAPM premiums by integration weight...

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