Based on the opponent's history, they've chosen rock most frequently (4 times). Since paper beats rock, this gives me a good chance of winning or at least tying the round. Even if they choose scissors, I'm already ahead 4-2, so I would still win the overall game. Given that the opponent has only chosen paper twice in 9 rounds, paper seems to be the statistically sound choice.