Výsledky vyhledávání - "Stolte, Marieke"

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Methods for Quantifying Dataset Similarity: a Review, Taxonomy and Comparison

Autor: Stolte, Marieke, Kappenberg, Franziska, Rahnenführer, Jörg, Bommert, Andrea

Publikováno v: Statist. Surv. 18, 163 - 298, 2024

Quantifying the similarity between datasets has widespread applications in statistics and machine learning. The performance of a predictive model on novel datasets, referred to as generalizability, depends on how similar the training and evaluation d

Externí odkaz: http://arxiv.org/abs/2312.04078

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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

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

Publikováno v: PLOS ONE (2024)

Simulation is a crucial tool for the evaluation and comparison of statistical methods. How to design fair and neutral simulation studies is therefore of great interest for researchers developing new methods and practitioners confronted with the choic

Externí odkaz: http://arxiv.org/abs/2312.04077

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Akademický článek

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.

Autor: Stolte, Marieke¹ (AUTHOR) stolte@statistik.tu-dortmund.de, Schreck, Nicholas² (AUTHOR), Slynko, Alla³ (AUTHOR), Saadati, Maral² (AUTHOR), Benner, Axel² (AUTHOR), Rahnenführer, Jörg¹ (AUTHOR), Bommert, Andrea¹ (AUTHOR)

Publikováno v: PLoS ONE. 5/15/2024, Vol. 19 Issue 5, p1-34. 34p.