Fama and French tackle global universe

In new research Ken French and Eugene Fama are expanding their famed “size, value and momentum” work on the US market to an international data sample.

The new research aims to assess what size, value and momentum effects look like around the world.

It ues Bloomberg data, which has been cleaned by Dimensional Fund Advisors to which French is a consultant, and includes small cap stocks. It used data from 23 developed countries, in the time period November 1989 to September 2010 and looked at 38,851 unique firms.

The research looked at the excess returns for 25 portfolios formed on size and book to market, across four regions: North America, Europe, Japan and Asia ex-Japan.

“We know the value, momentum effect is much greater in small stocks in the US, now we can test that in the international market,” French said at a Dimensional investment symposium.

“We wanted to see if we can we used the model to explain the patterns. We found there was no size effect for this 20 year period globally,” French said.

Sponsored Content

The research concluded there were value premiums in all four regions except Japan. And momentum in all regions except Japan.

French said such a model can provide an important performance evaluation tool for investors, and that the Fama French three-factor model was already used by most academics and practitioners in the US.

“This can measure whether fees are good money spent, or can you do it cheaper somewhere else,” he said.

However the model’s application to the international sample was somewhat flawed as the “global factors weren’t able to explain the country portfolios.”

Addressing the fact the model “doesn’t necessarily work” French said investors could use it as an additional evaluation tool.

“By using the three factor model and a comparison of your manager to the index together it is more effective than using them separately,” he said.

While the model in the US is widely used, French is quick to point out it is “an empirically motivated asset pricing model, which is a nice way of saying there’s not a lot of theory behind it”.

Instead of building the model from a theoretical base, the two academics saw that there were patterns – such as a value effect – and built a model to capture that.

French said he and Fama tried to change one of the factors a few years ago, to better reflect what they were trying to measure, but there was revolt by their academic colleagues.

“We tried to change HML a couple of years ago, our colleagues rebelled and said you can’t it’s in all our computer codes.”

They wanted to change the high book to market and low book to market measures, to growth and value.

An interesting test of the model, is on the data of the well-respected Peter Lynch, portfolio manager of the Magellan fund at Fidelity fund from June 1977 to May 1990.

“When applying this model you learn very quickly about his tilting,” French said.

Leave a Comment

Sort content by

Quality factor explained by profitability: Robert Novy-Marx

Among academic classifications, and the subsequent implementation of factor investing, “quality” is one of the newer areas of investigation. Robert Novy-Marx, the Lori and Alan S. Zekelman Professor of Finance at the University of Rochester, is leading the charge on the academic justification of quality as a factor, although he has a “jaded scepticism” about

How to allocate assets to combat climate risk

  Mercer’s extensive climate change report, launched today, gives investors a practical framework for monitoring and managing climate risk, shifting the discussion from philosophical agreement to practical investment implementation.   In Investing in a time of climate change Mercer outlines extensive dynamic investment modelling that analyses changes in the return expectations of assets between 2015

Behind Norway’s coal divestment

The Norwegian Parliament’s finance committee recommendations to direct the Government Pension Fund Global to divest from companies that generate more than 30 per cent of their output or revenue from coal-related activities, is the evolution of a climate-related investment strategy that dates back to 2010. Amanda White explores the raft of tools the fund uses

CalPERS gives its managers ESG ultimatum

In what promises to be a transformational moment for ESG integration and investment manager accountability, CalPERS will require all of its managers to identify and articulate ESG in their investment processes. CalPERS staff led by Anne Simpson, senior portfolio manager and director of global governance, presented the ESG manager expectations, and draft sustainable investment guidelines,

Sourcing liquidity in fragmented markets

As equity trading becomes more fragmented, and more trading is done outside exchanges, it is prudent to assess whether alternative liquidity pools contribute to well-functioning markets. Norges Bank Investment Management has done the work for you, analysing the contributions, structures and functions of trading venues with limited pre-trade transparency. One of the benefits of liquidity

Factors the same in credit and equities

Robeco will launch the world’s first multi-factor credit fund, after academic research by its quantitative research team reveals that size, low-risk, value and momentum factors have economically meaningful and statistically significant risk-adjusted returns in the corporate bond market. David Blitz, co-head of quantitative strategies at Robeco in Rotterdam, tells Amanda White why an active approach makes

Previous