“Mixture of Logistic Regression With LASSO Regularization for High-Dimensional Binary Classification With Latent Heterogeneity”. Iraqi Statisticians Journal, vol. 3, no. 2, July 2026, pp. 30-57, https://doi.org/10.62933/h3051210.