Capital Market Expectations, Part 2: Forecasting Asset Class Returns

Turning a macro view into numbers an optimizer can use is the core skill of capital market expectations. This module builds expected returns for bonds and equities with discounted cash flow, building-block and risk-premium methods, including the Grinold-Kroner and Singer-Terhaar models; adds the extra risks of emerging markets; explains what drives real estate returns; reviews how practitioners forecast exchange rates and volatility; and finishes with the Level III task of recommending changes to a global portfolio in light of those forecasts.

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What you will learn

1. Build expected return forecasts for bonds and equities using discounted cash flow, building-block and risk-premium methods, including the Grinold-Kroner and Singer-Terhaar models.

Yield to maturity estimates expected return when the horizon equals Macaulay duration, reinvestment is at the YTM and there is no default.
Building blocks: short-term default-free rate + term premium + credit premium + liquidity premium.
Grinold-Kroner: dividend yield + inflation + real earnings growth - change in shares outstanding + change in P/E.
Net buybacks add to expected return; dilution subtracts; long-run repricing should be small.
Singer-Terhaar blends a fully integrated premium (rho x sigma x GIM Sharpe ratio) with a fully segmented one (sigma x GIM Sharpe ratio), plus any illiquidity premium.

2. Evaluate the additional risks of emerging-market bonds and equities, including a structured assessment of country risk.

Key economic risks: commodity dependence, reliance on short-term foreign capital, foreign-currency debt and weak policy credibility.
Rules of thumb: fiscal deficit above 4% of GDP, current account deficit above 4% of GDP, foreign debt above 50% of GDP and reserves below 100% of short-term foreign debt are warning signs.
Hard-currency bonds carry mainly sovereign credit risk; local-currency bonds add currency and inflation risk.
In Singer-Terhaar, emerging markets usually get a lower integration weight and an illiquidity premium.
EM crises hit currency, bonds and equities together and spread by contagion.

3. Explain how economic conditions, interest rates and competitive supply drive expected real estate returns.

Cap rate = NOI / value; expected return is approximately cap rate + NOI growth - annual change in cap rate.
Cap rates rise with real rates and credit spreads, so higher rates lower property values.
Supply lags demand, creating boom-bust cycles in vacancies, rents and values.
Hotels are the most cyclical property type; long leases to strong tenants make income bond-like.
Appraisal-based indexes smooth returns; listed REITs show more short-run volatility but converge over the long run.

4. Compare approaches to forecasting exchange rates and to estimating volatility and correlation.

Capital flows and real interest rate differentials dominate exchange rates in the short run; PPP is a long-run anchor.
Persistent current account deficits and an investment-savings gap leave a currency dependent on capital inflows.
Pegs and intervention can hold a rate for years and then break abruptly.
Sample covariance matrices are noisy; factor models and shrinkage toward a target reduce estimation error.
Volatility clusters: GARCH-type models raise the variance forecast after a large shock and revert to a long-run level.

5. Recommend changes to a global portfolio's asset class, regional and currency weights in light of macroeconomic forecasts.

Expected easing and slowing growth: lengthen high-quality duration and reduce credit risk.
Expected inflation and tightening beyond market pricing: shorten duration and favor cash or floating rate.
Early recovery favors cyclical equities, smaller companies and credit; slowdowns favor defensives and quality bonds.
Domestic-currency return = (1 + local return)(1 + currency return) - 1.
Tilts must clear transaction costs, stay within policy ranges and be sized to conviction.

Module at a glance

Yield to maturity is the anchor for bond returns; building blocks add term, credit and liquidity premiums to the short default-free rate.
Grinold-Kroner: dividend yield + nominal earnings growth - change in shares outstanding + repricing; watch the sign on buybacks.
Singer-Terhaar blends integrated and segmented risk premiums and adds illiquidity premiums for thin markets.
Emerging markets: test deficits, foreign debt and reserve coverage against rules of thumb; crises hit currency, bonds and equities together.
Real estate return is roughly cap rate + NOI growth - change in cap rate; supply lags create boom-bust cycles.
Capital flows drive currencies in the short run, PPP in the long run; shrinkage and factor models tame noisy covariance matrices.
Translate every macro view into a specific tilt, converted into the investor's currency and kept within policy ranges.

This free module has 5 lessons, 18 practice questions with full explanations and 1 essay case with a model answer.

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