Výsledky vyhledávání - "Slynko, Alla"

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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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Statistical Plasmode Simulations -- Potentials, Challenges and Recommendations

Autor: Schreck, Nicholas, Slynko, Alla, Saadati, Maral, Benner, Axel

Statistical data simulation is essential in the development of statistical models and methods as well as in their performance evaluation. To capture complex data structures, in particular for high-dimensional data, a variety of simulation approaches

Externí odkaz: http://arxiv.org/abs/2305.06028

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Measures of hydroxymethylation

Autor: Slynko, Alla, Benner, Axel

Hydroxymethylcytosine (5hmC) methylation is known to be a possible epigenetic mark impacting genome stability. In this paper, we address the existing 5hmC measure $\Delta \beta$ and discuss its properties both analytically and empirically on real dat

Externí odkaz: http://arxiv.org/abs/1708.04819

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