Statistical analysis is essential for refining blackjack strategies by providing insights into probabilities and optimal decision-making. It helps players analyze the likelihood of various hands to make informed decisions on whether to hit, stand, double down, or split, thereby improving their odds against the dealer. Tools like basic strategy charts help minimize the house edge, while statistical models allow players to evaluate and adjust their strategies over time.