Both must and have to can be used to express the conclusion that something is certain. Note that have to is more common in American English.
- He must be mad to do this. (OR He has to be mad to do this.)
- You must be joking. (You have got to be joking.)
Conclusions about the past are usually expressed with must followed by the perfect infinitive (have + past participle).
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