A Century of Generalized Momentum; From Flexible Asset Allocations (FAA) to Elastic Asset Allocation (EAA)

32 Pages Posted: 31 Dec 2014 Last revised: 21 Jan 2015

Wouter J. Keller

Flex Capital BV; VU University Amsterdam

Adam Butler

ReSolve Asset Management

Date Written: December 30, 2014

Abstract

This paper follows Keller (2012), which introduced the Flexible Asset Allocation (FAA) concept. FAA is based on a weighted ranking score of historical asset returns (R), volatilities (V), and correlations to an equal weighted index (C). We call this “generalized momentum” since we assume persistence in the short-term, not only for R, but also for V and C. Portfolios were formed monthly from a specified quantile of assets with the highest combined score.

In this paper we generalize FAA, starting from a tactical version of Modern Portfolio Theory (MPT) proposed in Keller (2013). Instead of choosing assets in the portfolio by a weighted ordinal rank on R, V, and C as in FAA, our new methodology – called Elastic Asset Allocation (EAA) – uses a geometrical weighted average of the historical returns, volatilities and correlations, using elasticities as weights.

In order to avoid datasnooping (or curvefitting), we optimize the EAA model exclusively during a 50-year in-sample period (IS) from 1914 and apply these optimal IS parameters to test the model during an out-of-sample (OS) period from 1964-2014. The EAA model demonstrates impressive risk-adjusted and absolute OS performance over an equal weighted index for a variety of global asset universes.

Keywords: Tactical Asset Allocation, Momentum, Elasticities, Markowitz, MPT, minimum variance, maximum diversification, Sharpe, EW, smart beta

JEL Classification: C00, C10, G00, G11

Suggested Citation

Keller, Wouter J. and Butler, Adam, A Century of Generalized Momentum; From Flexible Asset Allocations (FAA) to Elastic Asset Allocation (EAA) (December 30, 2014). Available at SSRN: https://ssrn.com/abstract=2543979 or http://dx.doi.org/10.2139/ssrn.2543979

Wouter J. Keller (Contact Author)

Flex Capital BV ( email )

Waterkers 14
Krimpen Aan Den Ijssel
Holland, 2925 TJ
Netherlands

VU University Amsterdam ( email )

De Boelelaan 1105
Amsterdam, ND North Holland 1081 HV
Netherlands

Adam Butler

ReSolve Asset Management ( email )

1 Adelaide St. East, Suite 2000
Toronto, Ontario M5C 2V9
Canada
4165725477 (Phone)

HOME PAGE: http://www.investresolve.com

Paper statistics

Downloads
3,189
Rank
2,429
Abstract Views
7,845