Advanced techniques are crucial for addressing modern public health challenges. They help in understanding complex interactions between various factors affecting health, improving accuracy in disease prediction, and formulating effective interventions. These methods are essential for uncovering subtle trends and causal relationships that might be missed by traditional approaches.