"Miss You Like Crazy" is a song recorded by Natalie Cole and released in 1989 from her album Good to Be Back. The song is a moving ballad in which the singer describes how she is feeling lonely and is longing for the one she misses "like crazy" (or, in other words, very much)."Miss You Like Crazy" was a huge hit for Cole, becoming her fifth Top 10 hit on the Billboard Hot 100 chart, where the song peaked at #7.