scispace - formally typeset
Open AccessJournal ArticleDOI

Tail Risk and Asset Prices

Reads0
Chats0
TLDR
This article proposed a new measure of time-varying tail risk that is directly estimable from the cross-section of returns to identify common fluctuations in tail risk among individual stocks.
Abstract
We propose a new measure of time-varying tail risk that is directly estimable from the cross-section of returns. We exploit firm-level price crashes every month to identify common fluctuations in tail risk among individual stocks. Our tail measure is significantly correlated with tail risk measures extracted from S&P 500 index options and negatively predicts real economic activity. We show that tail risk has strong predictive power for aggregate market returns. Cross-sectionally, stocks with high loadings on past tail risk earn an annual three-factor alpha 5.4% higher than stocks with low tail risk loadings. We explore potential mechanisms giving rise to these asset pricing facts.

read more

Content maybe subject to copyright    Report

Citations
More filters
Journal ArticleDOI

Does realized skewness predict the cross-section of equity returns? ☆

TL;DR: In this paper, the authors use intraday data to compute weekly realized moments for equity returns and study their time-series and cross-sectional properties, finding a strong relation between realized volatility and next week's stock returns.
Journal ArticleDOI

Power Laws in Economics: An Introduction

TL;DR: The law of comparative advantage is a qualitative law, and not a quantitative one as is the rule in physics as mentioned in this paper, and it is a law that requires too much sophistication and rationality on the part of the agents to actually hold true in practice.
Journal ArticleDOI

News Implied Volatility and Disaster Concerns

TL;DR: In this article, the authors extend back to 1890 the volatility implied by options index (VIX), available only since 1986, using the frequency of words on the front-page of the Wall Street Journal, and estimate that the disaster probability has a half-life of four to eight months and annual volatility of 4% to 6%.
Journal ArticleDOI

Tail Risk Premia and Return Predictability

TL;DR: In this paper, the variance risk premium, defined as the difference between the actual and risk-neutral expectations of the forward aggregate market variation, is used to predict future market returns.
Journal ArticleDOI

Stock Return Predictability and Variance Risk Premia: Statistical Inference and International Evidence

TL;DR: In this article, the variance risk premium, or the difference between risk-neutral and statistical expectations of the future return variation, predicts aggregate stock market returns, with the predictability especially strong at the 2-4 month horizons.
References
More filters
Journal ArticleDOI

Common risk factors in the returns on stocks and bonds

TL;DR: In this article, the authors identify five common risk factors in the returns on stocks and bonds, including three stock-market factors: an overall market factor and factors related to firm size and book-to-market equity.
ReportDOI

A simple, positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix

Whitney K. Newey, +1 more
- 01 May 1987 - 
TL;DR: In this article, a simple method of calculating a heteroskedasticity and autocorrelation consistent covariance matrix that is positive semi-definite by construction is described.
Journal ArticleDOI

On Persistence in Mutual Fund Performance

Mark M. Carhart
- 01 Mar 1997 - 
TL;DR: Using a sample free of survivor bias, this paper showed that common factors in stock returns and investment expenses almost completely explain persistence in equity mutual fund's mean and risk-adjusted returns.
Journal ArticleDOI

The behavior of stock market prices

Posted Content

A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelationconsistent Covariance Matrix

TL;DR: In this article, a simple method of calculating a heteroskedasticity and autocorrelation consistent covariance matrix that is positive semi-definite by construction is described.