The Secret Island by Enid Blyton

Three resourceful siblings, determined to escape cruel guardians, secretly take their baby brother to live on a small, uninhabited island; there they build a home, learn to fish and forage, cope with storms and danger, outwit an intruder, and rely on each other and a few kindly locals until their courage and persistence lead to a happy reunion with their parents.