Application 2: Forecasting & Downside Risk Javier Estrada ADFIN – Winter/2014 1. Forecasting • Back to the RDM • D/P, P/E, and CAPE • The Fed model 2. Downside Risk • Calculation of semideviations • Further thoughts on VaR The RDM Forecasting matrix Javier Estrada Rather trivial to calculate IESE Business • Just remember to annualize the changes in P/E School • Take DY 0 and P/E 0 out of the table Barcelona GoXls Spain An interesting thought that follow from the RDM ADFIN Winter/2014 1
Multiples Simple idea Javier Estrada The higher the price paid per dollar of fundamental IESE Business value (E, B, D, …), the lower the subsequent return School • The more you pay, the less you get Barcelona Spain Focus on three widely‐used multiples • P/E, (the inverse of) P/D, and CAPE Theory v . evidence The evidence is uncontroversial • High relative prices tend to be followed by low returns Why this happens is controversial • Goes back to whether value riskier than growth ADFIN Winter/2014 D/P Javier Estrada IESE Business School Barcelona Spain ADFIN Winter/2014 2
D/P Javier Estrada IESE Avg (1900 ‐ 2009): 4.2% Business School Jan/1/2014: 1.9% Barcelona Spain 16.8% 13.9% 11.1% 9.9% 8.0% 1.2% (*) 10‐year subsequent returns, annualized ADFIN Winter/2014 P/E Javier Estrada IESE Avg (1900 ‐ 2009): 15.8 Business School Jan/1/2013: 18.9 Barcelona Spain 14.7% 10.1% 8.1% 7.2% 4.2% (*) 10‐year subsequent returns, annualized ADFIN Winter/2014 3
Cyclically ‐ Adjusted P/E (CAPE) What is CAPE? Javier Estrada IESE Business Avg (1871 ‐ 2013): 16.5 School Jan/1/2013: 25.0 Barcelona Spain 6.0% 2.3% 1.6% ‐ 0.7% ‐ 1.5% ADFIN (*) 10‐year subsequent returns, annualized Winter/2014 CAPE Three important points on CAPE Javier Estrada CAPE data for the US market is available from Bob IESE Business Shiller’s Web page School Go CAPE is becoming increasingly popular/discussed Barcelona Spain as a market valuation tool ETFs with CAPE‐based active strategies are now available in the market ADFIN Winter/2014 4
CAPE Javier Estrada IESE Business School Barcelona Spain ADFIN Winter/2014 CAPE Javier Estrada IESE Business School Barcelona Spain ADFIN Winter/2014 5
CAPE Javier Estrada IESE Business School Barcelona Spain (*) Faber & Dalmia (JoI, 2013), “Global Value.” ADFIN Winter/2014 Fed Model E/P = Y 10 Javier Estrada IESE Business School The model Barcelona Spain Not really proposed or used by the Fed • Just a relationship mentioned in a Fed report Long history as an informal ‘P/E check’ • Negative relationship between P/E and interest rates • Negative relationship between P/E and inflation Underlying idea • Stocks and bonds are competitive assets in portfolios Investors base their asset allocation on the relative expected returns of stocks and bonds ADFIN Winter/2014 6
Fed Model Javier Estrada IESE Business School Barcelona Spain ADFIN Winter/2014 Fed Model – USA P * = E/Y 10 E/P = Y 10 Javier Estrada IESE Business School P: 1848.4 Barcelona Spain P * : 2992.2 ADFIN Winter/2014 7
Fed Model – USA Javier Estrada IESE P/P * : 0.62 ⇒ +61.9% Business School Barcelona Spain ADFIN Winter/2014 ‘Fed Model’ – USA Javier Estrada IESE Business School Barcelona Spain Y 10 : 3.0% D/P: 1.9% ADFIN Winter/2014 8
Fed Model – World ($) Javier Estrada IESE P: 1629.1 Business School P * : 3267.6 Barcelona Spain ADFIN Winter/2014 Fed Model – World ($) Javier Estrada IESE P/P * : 0.50 ⇒ +100.6% Business School Barcelona Spain ADFIN Winter/2014 9
‘Fed Model’ – World ($) Javier Estrada IESE Business School Barcelona Spain Y 10 : 3.0% D/P: 2.4% ADFIN Winter/2014 Downside Risk – SSD (& DB) How risk is assessed will critically determine Javier Estrada financial decisions to be made IESE Business School Barcelona Spain There are easy (one‐cell) ways to calculate … semideviations ADFIN downside betas Winter/2014 GoXls 10
Downside Risk – VaR (E. Derman) Javier Estrada IESE Business School Barcelona Spain ADFIN Winter/2014 Downside Risk – VaR (M. Stanley) Javier Estrada IESE Business School Barcelona Spain ADFIN Winter/2014 11
Downside Risk – VaR (M. Stanley) Javier Estrada IESE Business School Barcelona Spain ADFIN Winter/2014 Downside Risk – VaR Javier Estrada IESE Business School Barcelona Spain ADFIN Winter/2014 12
Recommend
More recommend