observation_1: Bob had been grounded for receiving bad grades at school.
observation_2: Bob was able to return back to his room without his parents noticing.
hypothesis_1: Bob snuck out of his room.
hypothesis_2: Bob was getting yelled at when his parents got distracted, so he ran away.