The Children of Green Knowe by L.M. Boston
A fantasy chapter book in which a little boy named Tolly goes to live with his great-grandmother at the family manor, Green Knowe. Tolly discovers that the spirits of children who have lived at Green Knowe in the past still inhabit the house and he becomes friends with them. This book is very atmospheric and moody, a sophisticated ghost story good for older elementary school children.