What is the term that means kick out of office?

Impeach.

2nd Answer:

Not true at all! To impeach an office holder means to accuse him/her of a crime or other offense. In the US Congress, this is done by the House of Representatives. If they pass an impeachment bill, then it goes to the Senate to decide whether to convict the office holder, or not. Conviction is extremely rare.