Transparent reporting items for simulation studies evaluating statistical methods: Foundations for reproducibility and reliability

Transparent reporting items for simulation studies evaluating statistical methods: Foundations for reproducibility and reliability

Abstract Simulation studies are essential tools to assess statistical methods. Functioning as controlled experiments, simulations generate data from known underlying processes. However, unclear or incomplete reporting of simulation studies can impact their interpretability and reproducibility, poten...

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Bibliographic Details
Main Authors: Coralie Williams, Yefeng Yang, Malgorzata Lagisz, Kyle Morrison, Lorenzo Ricolfi, David I. Warton, Shinichi Nakagawa
Format: Article
Language:English
Published: Wiley 2024-11-01
Series:Methods in Ecology and Evolution
Subjects:
meta‐research
Monte Carlo simulation
replicability
reporting checklist
reporting quality
reproducibility
Online Access:https://doi.org/10.1111/2041-210X.14415
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https://doi.org/10.1111/2041-210X.14415

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