A method for arithmetic and geometric performance attribution which
accurately links single-period attribution effects over multiple periods.
The arithmetic attribution method optimally distributes the residual to
yield a minimum-distortion residual-free arithmetic attribution system.
The geometric attribution method defines the attribution effects in terms
of ratios. The arithmetic method determines portfolio performance over
multiple time periods as a sum of terms of form (R.sub.t-
R.sub.t)(A+.alpha..sub.t), where the coefficients .alpha..sub.t are
defined as.alpha..times..times..times..times. ##EQU00001## In preferred
embodiments, the value of A is.function. ##EQU00002## where R.noteq. R,
or, for the special case of R= R, A=(1+R).sup.(T-1)/T, where T is the
number of time periods. In all embodiments, the inventive coefficient
(A+.alpha..sub.t) have smaller (typically much smaller) standard
deviation than conventional logarithmic coefficients, which reduces
variation in the weights assigned to each time period relative to the
other time periods in the attribution calculation. In preferred
embodiments, the geometric method determines portfolio relative
performance over multiple time periods
as.times..times..times..times..times. ##EQU00003##
where.times..times..times..GAMMA. ##EQU00004## is the geometric issue
selection and.times..times..times..times..times..times..GAMMA.
##EQU00005## is the geometric sector selection. The attribution effects
employed in preferred embodiments of the inventive geometric attribution
method have more natural form than the conventional counterparts, and
allow geometric attribution to be performed more accurately. Other
aspects of the invention are a computer system programmed to perform any
embodiment of the inventive method, and a computer readable medium which
stores code for implementing any embodiment of the inventive method.