Risk and Return — Portfolio Theory and the Capital Asset Pricing Model
1. The Risk-Return Relationship
Risk: The possibility of unexpected variability in returns.
Risk-return trade-off: The higher the risk, the higher the return investors require.
2. Measuring Returns
(1) Expected Return
- P_i: Probability of each scenario
- R_i: Return in each scenario
Example:
- Boom (30%): +20% return
- Normal (50%): +8% return
- Recession (20%): −5% return
(2) Variance and Standard Deviation
- Variance = Σ P_i × [R_i − E(R)]^2
- Standard Deviation = √Variance
Using the example above
- Var = 0.3×(20−9)^2 + 0.5×(8−9)^2 + 0.2×(−5−9)^2 = 0.3×121 + 0.5×1 + 0.2×196 = 36.3 + 0.5 + 39.2 = 76
- Std Dev = √76 ≈ 8.72%
3. Portfolio Theory
(1) Portfolio Expected Return
(2) Portfolio Variance
Two-asset portfolio:
Diversification Effect:
4. Systematic vs. Unsystematic Risk
Total Risk = Systematic Risk + Unsystematic Risk
Systematic Risk (Market Risk)
- Cannot be eliminated through diversification
- Driven by economy-wide factors: business cycles, interest rates, inflation
- Measured by Beta (β)
Unsystematic Risk (Idiosyncratic Risk)
- Can be eliminated through diversification
- Affects only a specific company or industry
- Disappears in a well-diversified portfolio
5. CAPM (Capital Asset Pricing Model)
CAPM: A model that determines the required return on an asset based on its systematic risk (beta).
- R_f: Risk-free rate (e.g., 10-year US Treasury yield)
- β_i: Beta of asset i (measure of systematic risk)
- E(R_m): Expected return of the market portfolio (e.g., S&P 500)
- [E(R_m) − R_f]: Market risk premium
Interpreting Beta (β):
- β = 1: Same risk as the market (moves with the market)
- β > 1: Higher risk than the market (aggressive stock)
- β < 1: Lower risk than the market (defensive stock)
- β = 0: Risk-free asset
- β < 0: Moves opposite to the market (hedge asset)
CAPM Application:
6. The Security Market Line (SML)
SML: A straight line that shows the relationship between beta and expected return in the CAPM framework.
SML:
- Asset above SML: Undervalued (actual return > required return)
- Asset below SML: Overvalued (actual return < required return)
7. Key Concept Cards
CAPM Formula ★★★★★ : E(R) = R_f + β × (R_m − R_f). Risk-free rate + Beta × market excess return. Memory tip: CAPM = Risk-free + β × (Market − Risk-free)
Beta Interpretation ★★★★★ : β = 1 same as market, β > 1 aggressive, β < 1 defensive. Measure of systematic risk. Memory tip: β > 1 aggressive, β < 1 defensive
Diversification and Correlation ★★★★☆ : Diversification benefit is greatest when correlation is closest to −1. No benefit when correlation = +1. Memory tip: Lower correlation → greater diversification benefit
8. Practice Quiz
Q. R_f = 2%, market return = 10%, β = 0.8. What is the CAPM required return?
E(R) = 2% + 0.8 × (10% − 2%) = 2% + 6.4% = 8.4%.
Q. Two assets have a correlation of −0.5. What is the benefit of combining them in a portfolio?
Negative correlation → large diversification benefit. The portfolio’s standard deviation will be less than the weighted average of the individual assets’ standard deviations.
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