Variable Selection for Portfolio Choice

A-Tier
Journal: Journal of Finance
Year: 2001
Volume: 56
Issue: 4
Pages: 1297-1351

Authors (2)

Yacine AÏT‐SAHALI (not in RePEc) Michael W. Brandt (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

We study asset allocation when the conditional moments of returns are partly predictable. Rather than first model the return distribution and subsequently characterize the portfolio choice, we determine directly the dependence of the optimal portfolio weights on the predictive variables. We combine the predictors into a single index that best captures time variations in investment opportunities. This index helps investors determine which economic variables they should track and, more importantly, in what combination. We consider investors with both expected utility (mean variance and CRRA) and nonexpected utility (ambiguity aversion and prospect theory) objectives and characterize their market timing, horizon effects, and hedging demands.

Technical Details

RePEc Handle
repec:bla:jfinan:v:56:y:2001:i:4:p:1297-1351
Journal Field
Finance
Author Count
2
Added to Database
2026-01-24