Work

Statistically Mitigating Subjective Estimates with PERT and Montecarlo

Year: 2024
Type: article
Abstract: This paper introduces a methodology for advanced project duration estimation, integrating the Program Evaluation and Review Technique (PERT) with Monte Carlo simulation. It employs various distributions — normal and beta — to enhance the accuracy of task duration modeling based on initial three-point estimates. This aproach refines these distributions, establishing a robust mode while maintaining a consistent 90th- percentile confidence level. The study illustrates the feasibility of the implementation using accessible tools i.e., Google Sheets and Power BI, ensuring practicality in project management. The conclusion underscores improved accuracy and reliability in project duration estimates, enhancing risk management and decision- making throughout project execution.
Language: English
Open Access status: diamond
OpenAlex ID: W4402870497
FWCI: 0.947
Cites: 60
Cited by: 3
Related to: 10