可重复性报告:“基于智能体的模拟中高效个体水平纵向结果估计框架”

Reproducibility Report: "A Framework for Efficient Individual-Level Longitudinal Outcomes Estimation for Agent-Based Simulations'

ACM Transactions on Modeling and Computer Simulation · 2026
被引 0
ABS 3

中文导读

本报告验证了原论文提出的OAA和SPSA方法在降低计算时间的同时保持统计完整性,结果与作者一致,因此授予可重复性徽章。

Abstract

This report presents the reproducibility evaluation for the paper “A Framework for Efficient Individual-Level Longitudinal Outcomes Estimation for Agent-Based Simulations.” The artifact was retrieved from a permanent Zenodo repository and evaluated on a Linux Ubuntu system using MATLAB R2025b. Our evaluation confirms that the proposed OAA and SPSA methods effectively reduce computational runtimes while maintaining the statistical integrity of the simulation results. The findings in terms of health outcomes and cost distributions are consistent with those reported by the authors. Consequently, the paper is awarded the Artifacts Available , Artifacts Evaluated—Reusable , and Results Validated - Results Reproduced badges.

可重复性智能体模拟统计估计计算效率