Based on my opponent's tendency to play scissors (3 out of 6 rounds, including the last round), choosing rock gives me a strong chance of winning. Also, since I've played rock twice in a row, my opponent might expect me to switch to paper, making scissors their likely choice - which rock would counter effectively.