Van Dyke was born Jerry McCord Van Dyke in Danville, Illinois on July 27, 1931. His parents were Loren (nicknamed "Cookie") and Hazel (née McCord) Van Dyke. He was of Dutch ancestry on his father's side and of English and Scottish ancestry on his mother's side. His mother is a "Mayflower" descendant.