2 - Macro Flashcards
TAA vs. SAA
TAA - Tactical Asset Allocation -> focuses on timing assets, like deciding between now equities or cash
SAA - Strategic Asset Allocation -> allocation to different long term asset premiums
Sometimes hard to distinguish, more of a question of horizon.
Bonds Credit variance decomposition
Rate Component + Credit component
Rate component = (std(rate) + corr (rate, credit)) / std(portf)
Credit component = (std(credit) + corr (rate, credit)) / std(portf)
Difference to account for between foreign equities and foreign bonds
Carry differential index in bonds
Strategic Asset Allocation vs. Tactical Asset Allocation
SAA (usual 60-40) vs. TAA (market timing according to expectations)
Predicting the Credit Premium
Value and Momentum to forecast Credit Premium. Momentum for continuation of recent trend, Value for reversal back to normal level
Credit Premium Momentum what to use
Use average of 12-month corporate bonds excess returns
Credit Premium Value what to use
Regression on 3 factors: Leverage (E+D / E), Profitability (Gross Profit / Total Assets) and Volatility. 3 factors measured using 12-month trailing data.
Predicting credit premium, signals to create strategy
Carry (credit spread if structure remains unchanged), Momentum and Value (our prediction of Spread)
Fair Value vs. Relative Value
Fair Value – should be priced like this, due to its own conditions.
Relative Value – Asset is over/under priced relative to all others, usually done with countries
Fair Value Equities model
(1 + DP ratio) x EG x PE ratio return - 1
Fair Value Bonds
Linear combination of forward rates (or yields) forecasts bond excess returns at different maturities.
The return-forecasting factor is unrelated to the level, slope, and curvature movements described by most term structure models.
Measuring value in different asset classes (equity, commodity, currency and bond)
Country index stock -> aggregate individually by BM ratios (average value-weighted BM among index constituents)
Commodity -> Spot price 5-years ago / Spot price now (Negative of return over last 5 years)
Currency -> Negative of exchange rate return over last 5 years (interest earned on 3-month LIBOR)
Bond country selection -> Real-bond yield = yield on 10y – forecasted inflation next 12 months
Simple version of Macro Momentum
- Pick macro variables – make sure they are not seasonally adjusted and not revised (you want what came out at the time)
- Lag data to account for announcements
- Seasonally Adjust
- Z-score ( x – avg(x) / std(x) )
- Average all z-scores
- (Possibly) scale volatility of final signal
Challenges to cleaning macro data
- Revisions (revised data is not the one you had available at the time, now-casting models update forecasts based on new data and historical revisions)
- Seasonal Adjustments (might be problematic if it’s adjusted with data unavailable at the time)
- Publication lags
- Mixed frequencies
Monetary policy surprises on equity returns
Returns are abnormally high before and after expansionary surprises (lowering rates). Also, the other way around (only) before contractionary surprises. The effect is concentrated in times of high uncertainty but is constant across industries, markets and asset classes.