METHODS	To set model variables , validate models , and compare free-living weight-loss patterns to in-residence supervised programs , we applied the following 4 different studies : The US NHANES 1999-2004 , Comprehensive Assessment of Long-term Effects of Reducing Intake of Energy ( CALERIE ) weight-loss study , the Bouchard Twin overfeeding study , and the Minnesota Starvation Experiment .\