Lesson 4 of 10 · All lessons in this module
  1. What an interest rate is made of
  2. Holding period return
  3. Arithmetic and geometric mean returns
  4. Harmonic, trimmed and winsorized means
  5. Money-weighted return
  6. Time-weighted vs money-weighted returnVideo lesson
  7. Integrated cases: balance tables, money-weighted and time-weighted returns
  8. Annualised and continuously compounded returnsVideo lesson
  9. Gross, net, after-tax, real and leveraged returnsVideo lesson
  10. Integrated cases: from total return to what the investor keeps

Lesson 4 of 10 · 13 min

Harmonic, trimmed and winsorized means

The harmonic mean averages ratios applied to a fixed amount and damps large values; trimmed and winsorized means limit the pull of outliers.

In short

  • Harmonic mean n/∑(1/Xi)n / \sum (1/X_i): the average for rates or ratios such as prices per share or P/Es.
  • Cost averaging, investing a fixed amount each period, makes your average cost per share the harmonic mean of the prices.
  • For values that are not all equal: harmonic < geometric < arithmetic. The curriculum also links them: arithmetic × harmonic = geometric².
  • Trimmed mean drops a set percentage of the highest and lowest values; winsorized mean replaces them with the nearest remaining values.
  • Choosing: include all values, no compounding → arithmetic; compounding → geometric; extreme outliers → harmonic, trimmed or winsorized.

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