Torday died at home in Northumberland a day earlier, surrounded by his family, said publisher Weidenfeld and Nicolson. It did not provide a cause of death.
Torday launched his writing career in his late fifties, publishing "Salmon Fishing on the Yemen" in 2007, the story of a rich sheik who dreams of bringing the sport of fly-fishing to his desert country.
The novel was adapted into a 2011 film starring Ewan McGregor and Emily Blunt, with Blunt as the sheik's representative and McGregor as a cynical fisheries expert who begrudgingly accepts the challenge.
Following on the success of his first novel, Torday went on to write six more novels and two eBooks.
Kirsty Dunseath, of Weidenfeld & Nicolson Fiction, said Torday had invented his own genre.
"He was a gentle observer of the foibles of human nature and our social behavior," she said in a statement. "He wanted to entertain, but his novels were also infused with a deep social awareness, exploring issues such as political expediency, alcoholism, mental illness, class and our national heritage."
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