QDA is advantageous in Pediatrics due to the diverse and often non-linear nature of pediatric data. For instance, when diagnosing conditions like pediatric asthma or congenital heart defects, the data may not follow a linear pattern. QDA can handle these complexities by allowing different covariance structures, making it a powerful tool for accurate classification and diagnosis.
