Mawaddah Abdal, A., Anwar, A.M., Wynnie, I., Siddik, A., Rusdi, E.S. and Mauliddin, M. 2026. COMPARING STATISTICAL AND DEEP LEARNING METHODS FOR INSURANCE CLAIM ESTIMATION: A CASE STUDY OF HIDDEN MARKOV MODEL (HMM) AND CONVOLUTIONAL NEURAL NETWORK - LONG SHORTTERM MEMORY (CNN-LSTM). BAREKENG: Jurnal Ilmu Matematika dan Terapan. 20, 4 (Aug. 2026), 2711-2726. DOI:https://doi.org/10.30598/barekengvol20iss4pp2711-2726.