The scale of predictability

A-Tier
Journal: Journal of Econometrics
Year: 2019
Volume: 208
Issue: 1
Pages: 120-140

Authors (4)

Score contribution per author:

1.005 = (α=2.01 / 4 authors) × 2.0x A-tier

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

Abstract

We introduce a new stylized fact: the hump-shaped behavior of slopesand coefficients of determination as a function of the aggregation horizon when running (forward/backward) predictive regressions of future excess market returns onto past economic uncertainty (as proxied by market variance, consumption variance, or economic policy uncertainty). To justify this finding formally, we propose a novel modeling framework in which predictability is specified as a property of components of both excess market returns and economic uncertainty. We dub this property scale-specific predictability. We show that classical predictive systems imply restricted forms of scale-specific predictability. We conclude that for certain predictors, like economic uncertainty, the restrictions imposed by classical predictive systems may be excessively strong.

Technical Details

RePEc Handle
repec:eee:econom:v:208:y:2019:i:1:p:120-140
Journal Field
Econometrics
Author Count
4
Added to Database
2026-01-29