Good Volatility, Bad Volatility: Signed Jumps and The Persistence of Volatility

A-Tier
Journal: Review of Economics and Statistics
Year: 2015
Volume: 97
Issue: 3
Pages: 683-697

Authors (2)

Andrew J. Patton (Duke University) Kevin Sheppard (not in RePEc)

Score contribution per author:

2.011 = (α=2.01 / 2 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

Using estimators of the variation of positive and negative returns (realized semivariances) and high-frequency data for the S&P 500 Index and 105 individual stocks, this paper sheds new light on the predictability of equity price volatility. We show that future volatility is more strongly related to the volatility of past negative returns than to that of positive returns and that the impact of a price jump on volatility depends on the sign of the jump, with negative (positive) jumps leading to higher (lower) future volatility. We show that models exploiting these findings lead to significantly better out-of-sample forecast performance.

Technical Details

RePEc Handle
repec:tpr:restat:v:97:y:2015:i:2:p:683-697
Journal Field
General
Author Count
2
Added to Database
2026-01-28