Mutual Fund's R^2 as Predictor of Performance

@article{Amihud2012MutualFR,
  title={Mutual Fund's R^2 as Predictor of Performance},
  author={Yakov Amihud and Ruslan Goyenko},
  journal={New York University Stern School of Business Research Paper Series},
  year={2012}
}
  • Y. Amihud, Ruslan Goyenko
  • Published 23 October 2012
  • Computer Science
  • New York University Stern School of Business Research Paper Series
We propose that fund performance can be predicted by its R-super-2, obtained from a regression of its returns on a multifactor benchmark model. Lower R-super-2 indicates greater selectivity, and it significantly predicts better performance. Stock funds sorted into lowest-quintile lagged R-super-2 and highest-quintile lagged alpha produce significant annual alpha of 3.8%. Across funds, R-super-2 is positively associated with fund size and negatively associated with its expenses and manager's… 
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382 Citations
Highly Influential Citations
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Methods Citations
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382 Citations

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References

SHOWING 1-10 OF 72 REFERENCES
On Persistence in Mutual Fund Performance
Using a sample free of survivor bias, the author demonstrates that common factors in stock returns and investment expenses almost completely explain persistence in equity mutual funds' mean and…
The Road Less Traveled: Strategy Distinctiveness and Hedge Fund Performance
We investigate whether skilled hedge fund managers are more likely to pursue unique investment strategies that result in superior performance. We propose a measure of the distinctiveness of a fund's…
Does Fund Size Erode Mutual Fund Performance ?
We investigate the effect of scale on performance in the active money management industry. We first document that fund returns, both before and after fees and expenses, decline with lagged fund size,…
Does Fund Size Erode Mutual Fund Performance? The Role of Liquidity and Organization
We investigate the effect of scale on performance in the active money management industry. We first document that fund returns, both before and after fees and expenses, decline with lagged fund size,…
Fund Manager Use of Public Information: New Evidence on Managerial Skills
We show theoretically that the responsiveness of a fund manager's portfolio allocations to changes in public information decreases in the manager's skill. We go on to estimate this sensitivity…
Survivorship Bias and Mutual Fund Performance
Mutual fund attrition can create problems for a researcher because funds that disappear tend to do so due to poor performance. In this article we estimate the size of the bias by tracking all funds…
How Active Is Your Fund Manager? A New Measure That Predicts Performance
We introduce a new measure of active portfolio management, Active Share, which represents the share of portfolio holdings that di¤er from the benchmark index holdings. We compute Active Share for…
The Performance of Mutual Funds in the Period 1945-1964
In this paper I derive a risk-adjusted measure of portfolio performance (now known as Jensen's Alpha) that estimates how much a manager's forecasting ability contributes to the fund's returns. The…
Fundamental Economic Variables, Expected Returns, and Bond Fund Performance
In this article, the authors develop relative pricing (APT) models that are successful in explaining expected returns in the bond market. They utilize indexes as well as unanticipated changes in…
Short-Term Persistence in Mutual Fund Performance
We estimate parameters of standard stock selection and market timing models using daily mutual fund returns and quarterly measurement periods. We then rank funds quarterly by abnormal return and…
...
1
2
3
4
5
...