Ginsburg died on Friday of metastatic pancreatic cancer at her home in Washington, DC, surrounded by her family, the statement said.
Earlier this year, Ginsburg said she was undergoing chemotherapy for a recurrence of cancer.
She was a prominent feminist who became a figurehead for liberals in the US.
Ginsburg was the oldest sitting justice on the Supreme Court, having served 27 years on the nation's highest court.