Maqsood, Z., Atif, S. and Ashraf, S. 2025. Extended Lai Distribution; Increase, decrease, upside and downside bathtub distribution. Journal of Quantitative Methods. 8, 1 (Oct. 2025). DOI:https://doi.org/10.29145/jqm.81.03.