Close inbreeding can be a hit-and-miss technique, but close inbreeding was an "in" factor for several horses who featured prominently in the two most valuable events at Fair Grounds Race Course & ...
Berger, J. and Cunningham, C. 1987. "Influence of familiarity on frequency of inbreeding in wild horses." Evolution, 41, (1) 229–231.