Jaan's father was Hans and his mother was Kärt. His paternal grandparents were Peep and Mai; his maternal grandparents were Pärt and Madli. He had a brother and a sister, named Peep and Ann. He has two half-brothers and three half-sisters, named Toomas, Hans, Epp, Tiiu and Margret.