The agency said in a news release that the wife of 74-year-old Grant Neie contacted officials on Sunday when he did not return as planned. He was in a 38-foot (11-meter) twinhull sailboat.
Coast Guard crews and the Mexican Navy searched the Gulf of Mexico.
The agency says "our hearts go out to the entire family."
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