The MACHO project is a search for dark matter in the form of massive compac
t halo objects (MACHOs). The project has photometrically monitored over for
ty million stars in the Large Magellanic Cloud (LMC), Small Magellanic Clou
d (SMC), and Galactic bulge in search of rare gravitational microlensing ev
ents caused by these otherwise invisible objects. In 5.7 yr of observations
toward the LMC some 13-17 microlensing events have been observed by the MA
CHO survey, allowing a direct estimate of the optical depth of tau = 1.2(-0
.3)(+0.4) x 10(-7) to be measured. A critical component of this measurement
is an accurate determination of the survey's detection efficiency. The det
ection efficiency is a complicated function of temporal sampling, stellar c
rowding (the luminosity function), image quality, photometry, time-series a
nalysis, and criteria used to select the microlensing candidates. Here we d
escribe the details of a Monte Carlo used to calculate the efficiency prese
nted in the MACHO 5.7 yr LMC results. A similar calculation was performed f
or MACHO's 1 yr and 2 yr results. Several shortcomings of these past determ
inations are corrected, including the addition of fainter source stars, an
up-to-date luminosity function for the LMC, and many other improvements. We
find the MACHO detection efficiency peaks at 40%-50% for durations between
100 < <(t)over cap> < 300 days, depending upon the selection criteria empl
oyed.