Statistical analysis plays a crucial role in developing a winning approach to blackjack by providing insights into probabilities, expected values, and optimal strategies. By analyzing the odds of different hands and the likelihood of various outcomes, players can make informed decisions about when to hit, stand, double down, or split. This analytical approach helps in understanding the long-term implications of specific strategies, enabling players to minimize losses and maximize winnings over time.