Reagan also herald Romney's experience and leadership skills as something "our country so desperately needs" in a statement obtained by The Associated Press.

The former first lady is still recovering from broken ribs sustained about seven weeks ago. Last week, she skipped a speech at the Reagan Presidential Library by House Budget Committee Chairman Paul RyanPaul RyanOvernight Healthcare: Trump tweets that GOP plan will bring 'tumbling' premiums McConnell: No deal yet on government funding Trump team to meet with congressional leaders on tax reform MORE (R-Wis.) because her doctor had advised her to avoid large events.

Romney press secretary Andrea Saul tweeted a picture of the Romneys meeting with the former first lady Thursday night.