A federal judge in New York declined Tuesday to grant separate trials for 18 people charged in a tax shelter scheme for the rich that the government has called the largest criminal tax fraud case in history.

U.S. District Judge Lewis A. Kaplan said much of the evidence supporting the 46-count indictment that charges the defendants with conspiring to defraud the Internal Revenue Service would be used against all the defendants.