Robinson and his brother Bruce own date=July 2015 the approximately 70 sqmi island of Niʻihau in the Hawaiian island chain, which has been in the private possession of their family since their great-great-grandmother Elizabeth McHutchinson Sinclair (1800–92) purchased it from King Kamehameha V for US$10,000 in gold.