Can anyone offer an explanation of why the shuttle used a horizontal launch stack (booster alongside the orbiter) instead of a vertical launch stack (booster be

Can anyone offer an explanation of why the shuttle used a horizontal launch stack (booster alongside the orbiter) instead of a vertical launch stack (booster beneath the orbiter) like every other launch vehicle I know of? TFA hints that it was related to the requirement for polar orbit capability, but offers no details.