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@article{Morris2019,
doi = {10.1002/sim.8086},
year = {2019},
volume = {38},
number = {11},
pages = {2074--2102},
author = {Tim P. Morris and Ian R. White and Michael J. Crowther},
title = {Using simulation studies to evaluate statistical methods},
journal = {Statistics in Medicine}
}
@article{Siepe2024,
year = {2024},
author = {Bj{\"o}rn S. Siepe and Franti{\v{s}}ek Barto{\v{s}} and Tim P. Morris and Anne-Laure Boulesteix and Daniel W. Heck and Samuel Pawel},
title = {Simulation Studies for Methodological Research in Psychology: A Standardized Structure for Planning, Preregistration, and Reporting},
doi = {10.1037/met0000695},
url = {https://doi.org/10.31234/osf.io/ufgy6},
journal = {Psychological Methods},
note = {Advance online publication, open access preprint available at \url{https://doi.org/10.31234/osf.io/ufgy6}}
}
@article{vickers2001use,
title={The use of percentage change from baseline as an outcome in a controlled trial is statistically inefficient: {A} simulation study},
author={Vickers, Andrew J},
journal={BMC Medical Research Methodology},
volume={1},
number={6},
year={2001},
doi = {10.1186/1471-2288-1-6}
}
@article{senn2006change,
title={Change from baseline and analysis of covariance revisited},
author={Senn, Stephen},
journal={Statistics in Medicine},
volume={25},
number={24},
pages={4334--4344},
year={2006},
doi = {10.1002/sim.2682}
}
@article{van2013ancova,
title={{ANCOVA} versus {CHANGE} from baseline in nonrandomized studies: {T}he difference},
author={Van Breukelen, Gerard JP},
journal={Multivariate Behavioral Research},
volume={48},
number={6},
pages={895--922},
year={2013},
doi = {10.1080/00273171.2013.831743}
}
@article{clifton2019correlation,
title={The correlation between baseline score and post-intervention score, and its implications for statistical analysis},
author={Clifton, Lei and Clifton, David A},
journal={Trials},
volume={20},
number={1},
pages={1--6},
year={2019},
doi = {10.1186/s13063-018-3108-3}
}
@article{ludtke2023ancova,
title={{ANCOVA} versus change score for the analysis of two-wave data},
author={L{\"u}dtke, Oliver and Robitzsch, Alexander},
journal={The Journal of Experimental Education},
pages={Advance Online Publication},
year={2023},
doi = {10.1080/00220973.2023.2246187}
}
@book{Cohen1988,
title={Statistical power analysis for the behavioral sciences},
author={Cohen, Jacob},
year={2013},
ISBN={978-1-134-74270-7},
publisher={Routledge}
}
@article{Gasparini2018,
doi = {10.21105/joss.00739},
year = {2018},
volume = {3},
number = {26},
pages = {739},
author = {Alessandro Gasparini},
title = {rsimsum: {S}ummarise results from {Monte} {Carlo} simulation studies},
journal = {Journal of Open Source Software}
}
@article{Chalmers2020,
title = {Writing effective and reliable {Monte Carlo} simulations
with the {SimDesign} package},
author = {R. Philip Chalmers and Mark C. Adkins},
journal = {The Quantitative Methods for Psychology},
year = {2020},
volume = {16},
number = {4},
pages = {248--280},
doi = {10.20982/tqmp.16.4.p248},
}
@Manual{Simhelpers2022,
title = {simhelpers: {H}elper Functions for Simulation Studies},
author = {Megha Joshi and James Pustejovsky},
year = {2022},
note = {R package version 0.1.2},
url = {https://CRAN.R-project.org/package=simhelpers},
}
@article{Skrondal2000,
doi = {10.1207/s15327906mbr3502_1},
year = {2000},
volume = {35},
number = {2},
pages = {137--167},
author = {Anders Skrondal},
title = {Design and Analysis of {Monte} {Carlo} Experiments: {A}ttacking the Conventional Wisdom},
journal = {Multivariate Behavioral Research}
}
@article{Chipman2022,
doi = {10.1002/cjs.11719},
year = {2022},
volume = {50},
number = {4},
pages = {1228--1249},
author = {Hugh Chipman and Derek Bingham},
title = {Let's practice what we preach: {P}lanning and interpreting simulation studies with design and analysis of experiments},
journal = {Canadian Journal of Statistics}
}
@Manual{R2020,
title = {R: {A} Language and Environment for Statistical Computing},
author = {{R Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2023},
url = {https://www.R-project.org/},
}
@book{Wickham2016,
author = {Hadley Wickham},
title = {{ggplot2}: Elegant Graphics for Data Analysis},
publisher = {Springer-Verlag New York},
year = {2016},
isbn = {978-3-319-24277-4},
urldate = {2023-10-17},
url = {https://ggplot2.tidyverse.org},
}
@Book{Genz2009,
title = {Computation of Multivariate Normal and t Probabilities},
author = {Alan Genz and Frank Bretz},
series = {Lecture Notes in Statistics},
year = {2009},
publisher = {Springer-Verlag},
address = {Heidelberg},
isbn = {978-3-642-01688-2},
}
@article{Pawel2024,
year = {2024},
author = {Samuel Pawel and Franti{\v{s}}ek Barto{\v{s}} and Bj{\"o}rn S. Siepe and Anna Lohmann},
title = {Handling Missingness, Failures, and Non-Convergence in Simulation Studies: A Review of Current Practices and Recommendations},
url = {https://arxiv.org/abs/2409.18527},
doi = {10.48550/arXiv.2409.18527},
note = {arXiv preprint}
}
@article{pawel2024pitfalls,
title = {Pitfalls and potentials in simulation studies: {Q}uestionable research practices in comparative simulation studies allow for spurious claims of superiority of any method},
author = {Pawel, Samuel and Kook, Lucas and Reeve, Kelly},
journal = {Biometrical Journal},
volume = {66},
number = {1},
pages = {2200091},
year = {2024},
doi = {10.1002/bimj.202200091}
}