The former Duke of York is eighth in line to the throne meaning he remains eligible to be King.
Officers will continue searching Andrew's former Windsor home until Monday, the BBC understands.
A murder investigation is under way into the death of Zeshan Afzal, 18.
Twenty years after the notorious Securitas raid, Kent's top police officer looks back at the case.
Mountain rescue teams were launched in challenging conditions to try and find the pair.