Of the known transiting extra-solar planets, a few have been detected through photometric follow-up observations of radial velocity planets. Perhaps the best known of these is the transiting exoplanet HD 209458b. For hot Jupiters (periods less than ∼ 5 days), the a priori information that 10% of these planets will transit their parent star due to the geometric transit probability leads to an es...