RT Journal Article SR Electronic T1 A Mean/Variance Analysis of Tracking Error JF The Journal of Portfolio Management FD Institutional Investor Journals SP 13 OP 22 DO 10.3905/jpm.1992.701922 VO 18 IS 4 A1 Richard Roll YR 1992 UL https://pm-research.com/content/18/4/13.abstract 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.