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Working Paper
The human capital that matters: expected returns and the income of affluent households
We implement the human capital CAPM (HCAPM) using the income growth of high income households, rather than aggregate income growth, to proxy the return to human capital (HCRT). We find that identifying the HCRT with the income growth of affluent households, those who are most likely to hold stocks, substantially improves the performance of the HCAPM. Specifically, the pricing errors, R-square?s, average returns on factor mimicking portfolios, and performance relative to other macro-finance models uniformly improve as the HCRT is identified with the income growth of successively more affluent ...
Working Paper
Securitization markets and central banking: an evaluation of the term asset-backed securities loan facility
In response to the near collapse of US securitization markets in 2008, the Federal Reserve created the Term Asset-Backed Securities Loan Facility, which offered non-recourse loans to finance investors' purchases of certain highly rated asset-backed securities. We study the effects of this program and find that it lowered interest rate spreads for some categories of asset-backed securities but had little impact on the pricing of individual securities. These findings suggest that the program improved conditions in securitization markets but did not subsidize individual securities. We also find ...
Discussion Paper
Estimating the Effect of Central Clearing on Credit Derivative Exposures
Central clearing of derivatives is a primary objective of the global financial reform effort emerging from the financial crisis.
Discussion Paper
Risk Transfer Across Economic Sectors using Credit Default Swaps
Credit default swaps (CDS) play an important role in distributing risk in the global financial system.
Working Paper
A trend and variance decomposition of the rent-price ratio in housing markets
We use the dynamic Gordon-growth model to decompose the rent-price ratio for owner-occupied housing in the U.S., four Census regions, and twenty-three metropolitan areas into three components: The expected present value of real rental growth, real interest rates, and future housing premia. We use these components to decompose the trend and variance in rent-price ratios for 1975-2005, for an early sub-sample (1975-1996), and for the recent housing boom (1997-2005). We have three main findings. First, variation in expected future real rents accounts for a small share of variation in our sample ...
Working Paper
Macroeconomic volatility, predictability and uncertainty in the Great Moderation: evidence from the survey of professional forecasters
An emerging and influential literature finds a large and significant decline in macroeconomic volatility since the middle of the 1980's. In this paper, I examine the extent to which the decline in annual and quarterly real output volatility since the onset of this period of Great Moderation can be attributed to changes in macroeconomic uncertainty and macroeconomic predictability. I use point forecasts of future real output growth from the Survey of Professional Forecasters (SPF) between 1969 and 2003 as a proxy for the predictable component of real output growth. The results indicate that ...
Working Paper
Stock market volatility and the Great Moderation
Using data on corporate profits forecasts from the Survey of Professional Forecasters, I decompose real stock returns into a fundamental news component and a return news component and analyze the effects of the Great Moderation on each. Empirically, the response of each component of real stock returns to the Great Moderation has been quite different. The volatility of fundamental news shocks has declined by 50% since the onset of the Great Moderation, suggesting a strong link between underlying fundamentals and the broader macroeconomy. Alternatively, the volatility of return news shocks has ...
Working Paper
A review of backtesting and backtesting procedures
This paper reviews a variety of backtests that examine the adequacy of Value-at-Risk (VaR) measures. These backtesting procedures are reviewed from both a statistical and risk management perspective. The properties of unconditional coverage and independence are defined and their relation to backtesting procedures is discussed. Backtests are then classified by whether they examine the unconditional coverage property, independence property, or both properties of a VaR measure. Backtests that examine the accuracy of a VaR model at several quantiles, rather than a single quantile, are also ...
Working Paper
Anchoring bias in consensus forecasts and its effect on market prices
Previous empirical studies that test for the "rationality" of economic and financial forecasts generally test for generic properties such as bias or autocorrelated errors, and provide limited insight into the behavior behind inefficient forecasts. In this paper we test for a specific behavioral bias -- the anchoring bias described by Tversky and Kahneman (1974). In particular, we examine whether expert consensus forecasts of monthly economic releases from Money Market Services surveys from 1990-2006 have a tendency to be systematically biased toward the value of previous months' data ...
Working Paper
Alternative estimates of the presidential premium
Since the early 1980s much research, including the most recent contribution of Santa-Clara and Valkanov (2003), has concluded that there is a stable, robust and significant relationship between Democratic presidential administrations and robust stock returns. Moreover, the difference in returns does not appear to be accompanied by any significant differences in risk across the presidential cycle. These conclusions are largely based on OLS estimates of the difference in returns across the presidential cycle. We re-examine this issue using more efficient estimators of the presidential premium. ...