SQL Server - Do automatically created column statistics get dropped automatically after time?
SQL Server, under no version or circumstance, will automatically remove statistics objects, unless the underlying object (table/view/index) is removed.

Use DROP STATISTICS ... T-SQL or use the SSMS GUI to drop unnecessary statistics, but only do that if you are certain they are not needed.