The main goal of the article is to improve cost estimation in construction projects by creating a powerful mathematical model. The researchers collected 29 factors from previous studies, narrowed them down to nine using Pareto technique, and developed the model. By applying this model to 14 finished projects, they achieved cost variance percentages between 0.5% and 0.8%, showing the effectiveness of their approach in getting accurate cost estimates.