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Open Access

Peer-reviewed

Research Article

Simulation study to evaluate when Plasmode simulation is superior to parametric simulation in estimating the mean squared error of the least squares estimator in linear regression

Marieke Stolte ,

Roles Conceptualization, Formal analysis, Methodology, Software, Visualization, Writing – original draft

* E-mail: stolte@statistik.tu-dortmund.de

Affiliation Department of Statistics, TU Dortmund University, Dortmund, North Rhine-Westphalia, Germany

https://orcid.org/0009-0002-0711-6789

⨯
Nicholas Schreck,

Roles Conceptualization, Writing – review & editing

Affiliation Division of Biostatistics, German Cancer Research Center, Heidelberg, Baden-Wuerttemberg, Germany
⨯
Alla Slynko,

Roles Conceptualization, Writing – review & editing

Affiliation Department of Statistics and Actuarial Science, University of Waterloo, Waterloo, Ontario, Canada
⨯
Maral Saadati,

Roles Conceptualization, Writing – review & editing

Affiliation Division of Biostatistics, German Cancer Research Center, Heidelberg, Baden-Wuerttemberg, Germany
⨯
Axel Benner,

Roles Conceptualization, Writing – review & editing

Affiliation Division of Biostatistics, German Cancer Research Center, Heidelberg, Baden-Wuerttemberg, Germany
⨯
Jörg Rahnenführer,

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

Affiliation Department of Statistics, TU Dortmund University, Dortmund, North Rhine-Westphalia, Germany
⨯
Andrea Bommert

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

Affiliation Department of Statistics, TU Dortmund University, Dortmund, North Rhine-Westphalia, Germany
⨯

Simulation study to evaluate when Plasmode simulation is superior to parametric simulation in estimating the mean squared error of the least squares estimator in linear regression

Marieke Stolte,
Nicholas Schreck,
Alla Slynko,
Maral Saadati,
Axel Benner,
Jörg Rahnenführer,
Andrea Bommert

x

Published: May 15, 2024
https://doi.org/10.1371/journal.pone.0299989

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Linear regression analysis
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