7.7Lesson 7.7 · Module 7 — The CAPM and APT

CAPM and APT in Practice

From market exposure to a defensible investment conclusion. A synthesis and mastery lesson that moves through the full Module 7 reasoning chain.

  • Connected module recap
  • Guided mixed practice (6 categories)
  • Error diagnosis
  • Integrated Orion Fund case
  • Randomized mastery check
Central question

Can you move from portfolio theory to a defensible conclusion about an investment’s risk, required return, and performance?

7.7.1Phase 1 · Connected module recap

The Module 7 reasoning chain

One connected sequence from portfolio theory to multiple factors. Select any stage to see the question it answers, its formula, the key interpretation, and a common mistake.

Stage 2 · CAPM equilibrium

Why must the tangency portfolio become the market portfolio?

Key interpretation

The tangency portfolio is defined by optimization. The market portfolio is defined by asset supply. In CAPM equilibrium, prices adjust until the two coincide.

Common mistake

Saying “T = M by definition.” It holds only under equilibrium and CAPM assumptions, not as a definition.

7.7.2Phase 2 · Guided mixed practice

Calculate, interpret, and apply

Six categories of structured practice. For each problem, calculate, submit, then interpret. A numerically correct answer with a wrong interpretation is not complete.

Guided mixed practice

Six categories. Calculate, submit, then interpret. Progress is saved as you go.

0 / 6 complete
A
Category A

Market portfolio & equilibrium

In progress
Problem A1 · Market clearing

Every investor wants the tangency portfolio , but the market supply is . Trace the adjustment.

1. Is this an equilibrium?
2. Which asset is over-demanded?
3. What happens to Beacon’s price?
4. What happens to Beacon’s expected return (for a fixed anticipated payoff)?
5. How does that affect Beacon’s desired tangency-portfolio weight?
6. What must ultimately be true in equilibrium?
Problem A2 · Market portfolio misconceptions
“The market portfolio treats all risky assets as one value-weighted portfolio.”
“A large-cap stock index is necessarily the complete theoretical market portfolio.”
“Market weights mean the largest companies are judged to be the best investments.”
“CAPM investors may choose different total risk while holding the same risky portfolio.”
B
Category B

Beta & portfolio exposure

In progress
Problem B1 · Portfolio beta
AssetMarket fundDefensive fundCyclical fund
Weight45%35%20%
Beta1.000.601.50
Weighted contributions (wᵢ × βᵢ)

β_P = Σ wᵢ βᵢ.

Problem B2 · Positive and negative markets

With :

Will the portfolio’s realized excess return necessarily equal these amounts?
Problem B3 · Same volatility, different beta
AssetAsset XAsset Y
Standard deviation28%28%
Beta1.350.45
Which asset has larger total return swings?
Which asset has greater systematic market exposure?
Why can the answers differ?
C
Category C

Security Market Line

In progress
Problem C1 · Required return

Given , , and .

R_i = R_f + β(E[R_M] − R_f) = 3.5% + 1.2 × 6.5%.

Problem C2 · Is the forecast sufficient?

An analyst forecasts . The difference is .

Choose the most defensible conclusion.
Problem C3 · CML or SML?
Efficient combinations of the market portfolio and risk-free asset.
Required return for an individual stock.
Horizontal axis is standard deviation.
Horizontal axis is beta.
Applies to any asset or project.
Applies only to efficient complete portfolios.
D
Category D

Beta estimation

In progress
Problem D1 · Read the regression
30%
SE(β̂)
0.16
β̂
1.35
Interpret β̂ = 1.35.
Interpret R² = 30%.
Interpret SE(β̂) = 0.16.
What is the residual ε?
Problem D2 · Choose a relevant beta
Measure10-year5-year2-year
Beta0.750.951.40

In the last two years the company sold a stable consumer division, acquired a cyclical technology business, and increased financial leverage.

Which is the most defensible choice of beta for a forward-looking CAPM analysis?
Problem D3 · Slope versus fit
Pair 1 — same beta
Asset A · β / R²1.2 / 70%
Asset B · β / R²1.2 / 18%

Same sensitivity; very different tightness around the line.

Pair 2 — same R²
Asset C · β / R²0.6 / 45%
Asset D · β / R²1.5 / 45%

Same fit; different response magnitude.

Which quantity measures sensitivity to the market?
Which quantity measures explanatory power?
What does the spread of points around the line represent?
E
Category E

Alpha & performance

In progress
Problem E1 · Same return, different alpha

. Each fund earned 12%.

FundABC
Average return12%12%12%
Beta0.61.01.4
Required return and CAPM alpha per fund

Required = 4% + β×6%. Alpha = 12% − required.

Problem E2 · Does positive alpha prove skill?
CAPM alpha4.5%
A first reading of α_CAPM = 4.5% suggests outperformance. Is this proof of skill?
F
Category F

APT & multifactor models

In progress
Problem F1 · Multifactor required return
Factor premiums
λ_M (market)5%
λ_S (size)2%
λ_V (value)1.5%
Asset exposures
β_M1.1
β_S0.5
β_V−0.2

E[R] = 3% + 1.1×5% + 0.5×2% − 0.2×1.5%.

Problem F2 · APT pricing pressure
PortfolioXY
Market beta1.01.0
Factor 2 beta0.40.4
Expected return11%8%

Construct long X − short Y. Net market exposure ; net factor-2 exposure ; expected-return difference .

What should price pressure do to the 3% gap?
Which qualification matters most for a real trade?
Problem F3 · CAPM versus APT
One market factor.
Multiple possible systematic factors.
Market-clearing equilibrium.
No-arbitrage pricing pressure.
Identifies a theoretical market portfolio.
Does not determine the correct factors.
7.7.3Phase 3 · Model comparison & error diagnosis

Find the broken reasoning

Five analyst statements each contain one error. Identify the faulty phrase and choose the corrected interpretation.

Find the broken reasoning

Five analysts each made one error. Identify the faulty phrase and choose the corrected interpretation for each.

!

“This portfolio has beta 1.4, so it is 40% more volatile than the market.”

Choose the corrected interpretation.
!

“CAPM says the stock should return 12%, so it will earn 12% next year.”

Choose the corrected interpretation.
!

“The fund earned 15%, so it outperformed the fund that earned 11%.”

Choose the corrected interpretation.
!

“The regression R² is 25%, so the beta must be 0.25.”

Choose the corrected interpretation.
!

“The fund has positive CAPM alpha, so the manager definitely has skill.”

Choose the corrected interpretation.
7.7.4Phase 4 · Integrated case

Evaluate the Orion Fund

Move from exposure to a defensible conclusion. New evidence appears stage by stage — update your judgment as it arrives.

Integrated case · The Orion Fund

Update your judgment as new evidence appears. Each stage unlocks the next.

Initial information
Average annual return
13.5%
Annual standard deviation
18%
Estimated market beta
1.10
Beta standard error
0.18
CAPM regression R²
42%

Assumptions: , .

1Stage 1 · Interpret the exposure
Interpret the estimated market beta β_M = 1.10.
Interpret SE(β̂) = 0.18.
7.7.5Phase 5 · Final mastery check

Module 7 mastery

A fresh sample of questions across all six categories. Standard: at least 80% overall, with no category entirely wrong. Retry draws a new sample; completed case work is preserved.

Preparing a fresh question sample…
7.7.6Optional · Challenge problems

Stretch problems for advanced learners

These do not affect completion. Use them to test the edges of the reasoning.

Optional challenge problems

For advanced learners. These do not affect completion of the lesson.

1
Challenge 1

Target portfolio beta

Build a portfolio with . Weights must sum to 100%. The result is shown only after you check.

%
%
%
Weights sum to 0.0%
2
Challenge 2

SML shift

Compare two shocks to the SML: (i) the risk-free rate rises, and (ii) the market risk premium rises.

Which best describes the effects?
3
Challenge 3

Beta uncertainty & required return

An asset has with a plausible range of . With and a market risk premium of , compute the range of required returns.

%
%

3.5% + β × 6%

4
Challenge 4

Competing models

α_CAPM
4.0%
α_three-factor
1.5%
α_five-factor
0.6%
Does the most complex model necessarily provide the true answer?
7.7.7Completion · Module 7 synthesis

Completion checklist

Lesson completion requires all six practice categories, the error clinic, the Orion case, and a passed mastery check.

Completion checklist
  • Guided practice — all six categories complete (0/6)
  • Error diagnosis clinic complete
  • Orion Fund case — memo submitted and accepted
  • Mastery check passed (not attempted)

Complete each item above to finish the lesson. Your progress is saved as you work.

7.7.8Conclusion · The module in six statements

What Module 7 establishes

If the checklist is satisfied, these are the conclusions you should carry forward.

Conclusion 1

The market portfolio is the market treated as one value-weighted portfolio.

Conclusion 2

Under CAPM equilibrium, the tangency portfolio becomes the market portfolio because aggregate investor demand must match the supply of risky assets.

Conclusion 3

Beta measures how aggressively an investment participates in broad market movements.

Conclusion 4

Higher expected return is not automatically better. It must be evaluated relative to the systematic risk required to earn it.

Conclusion 5

Estimated alpha is return unexplained by the selected model. It does not automatically prove skill.

Conclusion 6

CAPM prices one systematic exposure. APT allows multiple exposures, but it does not identify the correct factors automatically.

Portfolio theory identifies an optimal risky portfolio. CAPM uses equilibrium to connect that portfolio to the market. Beta measures market exposure, and the Security Market Line determines the expected return required for that exposure. Historical regression estimates beta and alpha, but those estimates are uncertain. APT and multifactor models broaden the analysis when one market beta is insufficient.

Final caution

No model provides a guaranteed return, a perfectly correct discount rate, or automatic proof of manager skill. These models provide disciplined benchmarks for comparing risk and return.

Definition · The defensible conclusion
Weigh the evidence, adjust for the relevant systematic risks, respect the uncertainty in every estimate, and avoid claiming more than the data support.
Lesson summary
  1. 1Under CAPM equilibrium, the tangency portfolio becomes the market portfolio because aggregate demand must match the supply of risky assets.
  2. 2Beta measures how aggressively an investment participates in broad market movements — not total volatility.
  3. 3The Security Market Line sets the required return for systematic exposure: + β(E[] − ).
  4. 4Required return is an equilibrium benchmark, distinct from a forecast and from the realized return.
  5. 5Beta is the regression slope; R² is the fit. Residuals are unexplained period-specific returns, not only firm-specific risk.
  6. 6Estimated beta is uncertain (standard error) and changes with the window, frequency, proxy, and business mix.
  7. 7Alpha is return unexplained by the selected model. Positive CAPM alpha does not prove skill.
  8. 8Multifactor models can show that apparent alpha reflects omitted systematic exposures.
  9. 9APT uses no-arbitrage pricing pressure and allows multiple factors, but does not identify the uniquely correct factors.
  10. 10A defensible conclusion weighs the evidence cautiously: risk-adjusted, model-relative, and uncertain.