For each d greater than or equal to 2, it is possible to place n point
s in d-space so that, given any two-coloring of the points, a half-spa
ce exists within which one color outnumbers the other by as much as Cn
(1/2-1/2d), for some constant c > 0 depending on d. This result was pr
oven in a slightly weaker form by Beck and the bound was later tighten
ed by Alexander. It was recently shown to be asymptotically optimal by
MatouSek. We present a proof of the lower bound, which is based on Al
exander's technique but is technically simpler and more accessible. We
present three variants of the proof, for three different cases, to pr
ovide more intuitive insight into the ''large-discrepancy'' phenomenon
. We also give geometric and probabilistic interpretations of the tech
nique.