PT - JOURNAL ARTICLE AU - Richard Roll TI - A Mean/Variance Analysis of Tracking Error AID - 10.3905/jpm.1992.701922 DP - 1992 Jul 31 TA - The Journal of Portfolio Management PG - 13--22 VI - 18 IP - 4 4099 - https://pm-research.com/content/18/4/13.short 4100 - https://pm-research.com/content/18/4/13.full AB - Investment managers are often hired to produce positive return performance over a benchmark index while keeping tracking error volatility to a minimum. This article provides the exact composition of the particular portfolio for the manager who faithfully adheres to this strategy. Usually the selected portfolio will not be total return mean/variance efficient. It will have a beta greater than 1.0 and cannot dominate the benchmark by having a lower total volatility and a higher expected return. Constraining the beta can improve the managed portfolio.