Economics Flashcards
CMA Challenges
- Data is reported with a lag and subject to revision
- Data is subject to biases and errors
- transcription errors
- survivorship bias
- smoothed (appraised) data estimates (risk is understated)
- Economic conditions change
- regime change leading to nonstationary issues
- Analyst bias in selective data mining or selection of time periods to examine.
Statistical Tools
Definition: Using historical data to develop statistics.
- Arith is used for single periods, geo for multiple
- Applying shrinkage (combining historically with model estimates)
- Using time series models to estimate variance
- Using multifactor models
Time Series Variance Formula
Variance2 = weight(std past2) + weight(residual error2)
Reminder to take the square root
Discounted Cash Flow Models
Advantages/Disadvantages
Advantages
- Based on future cash flows
- Ability to back out a required return
Disadvantages
- Doesn’t account for current market
Applying GGM to entire markets
Growth: nominal growth in GDP (real GDP + inflation)
Excess Corporate Growth: Adjusting for differences in GDP and equity index
GK Expected Income Return
(D1 / P0) - ▲S
▲S = % change in shares outstanding
Repurchase increases cash flows to investors and expected return
Issuance decreases both
Grinold and Kroner Model (GK)
r = (D1 / P0) - ▲S + i + g + ▲(P/E)
OR
r = exp(income return) + exp(nominal earnings) + exp(repricing)
- exp(income return) = (D1 / P0) - ▲S
- exp(nominal earnings) = i + g
- exp(repricing) = ▲(P/E)
- ▲S =% change in shares outstanding
- ▲(P/E) = % change in the P/E ratio
- ▲S =% change in shares outstanding
Financial Equilibrium Approach
Estimating the equity risk premium using;
- Corrrelation
- Std
- Share ratio
If market is fully segmented, diversification is impossible
Financial Equilibrium Steps
Equity Risk Premium
Step 1: Equity premium integrated = (cor)(std)(sharpe)
Equity premium segmented = (std)(sharpe)
*Make sure to add any illiquid premiums
- *Step 2:** Take the weighted average of integrated/segmented
- *Step 3:** Add the risk-free rate to both intregrated/segmented
Financial Equilibrium Formula
Beta and Covariance
Beta
(Cor)(stdi) / stdm
Covariance
(B1)(B2)(stdm)2
Note: std is whole numbers
Expected Current Yield
Expected Capital Gains Yield
Total Expected Return
Expected Current Yield (income) = dividend yield + repurchase yield
Expected Capital Gains Yield = real growth + inflation + repricing
Total expected return = Current Yield + Capital Gains Yield
Inventory and Business Cycles
Inventory Cycle
Last 2-4 years
Measued with inventory to sales ratio (I/S)
If I/S is going up due to I GOOD SIGN
If I/S is going up due to S BAD SIGN
Business Cycle
9-11 years
5 phases
Business Cycle Phases
Inflation Interest Rates Confidence & Stocks
Initial Recovery Falling Falling Rising
Early Upswing Falling Rising Rising
Late Upswing Rising Rising Peak
Slowdown Rising Peak Falling
Recession Peak Falling Falling then Rising
Components of GDP
GDP = C + I + G + Net exports
C = Consumer spending (stable)
I = investment (volatile)
G = Government spending
Net exports = X - M
Taylor Rule
Prescribed central bank policy rate
real policy rate + inflation + .5(expInflation - target inflation) + .5(expGDP - trendGDP)
Neutral rate = real policy rate + inflation
Inflation and Asset Class Attractiveness
Inflation(exp) Cash Bonds RE Equity
At or below Neutral Neutral Neutral +
Above exp + - + -
Deflation - + - -