Mila, S. et al. 2025. Penalized Spline Regression Modeling on the Human and Cultural Development Index (IPMK) for 2022. UNP Journal of Statistics and Data Science. 3, 4 (Nov. 2025), 473–481. DOI:https://doi.org/10.24036/ujsds/vol3-iss4/425.