Simultaneous Statistical Inference.pdf

Simultaneous Statistical Inference PDF

Thorsten Dickhaus

This monograph will provide an in-depth mathematical treatment of modern multiple test procedures controlling the false discovery rate (FDR) and related error measures, particularly addressing applications to fields such as genetics, proteomics, neuroscience and general biology. The book will also include a detailed description how to implement these methods in practice. Moreover new developments focusing on non-standard assumptions are also included, especially multiple tests for discrete data. The book primarily addresses researchers and practitioners but will also be beneficial for graduate students.

Simultaneous Covariance Inference for … 26.06.2019 · In this article, we address the problem of simultaneous covariance inference of associations between multiple modalities, which is of a vital interest in multimodal integrative analysis. Recognizing that there are few readily available solutions in the literature for this type of problem, we develop a new simultaneous testing procedure. It

1.15 MB DATEIGRÖSSE
3642451810 ISBN
Englisch SPRACHE
Simultaneous Statistical Inference.pdf

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Sofia Voigt

Statistical inference under order restrictions is an important field in statistical science and has been studied and practiced widely. The utilization of the assumption of monotonicity increases the efficiency of statistical inference procedures. This can be found in the literature such as Ayer, Brunk, Ewing, Reid and Silverman (1955), Robertson and Wright (1974), Barlow and Ub- haya (1971

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Matteo Müller

Simultaneous Statistical Inference and Statistical …

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Noel Schulze

Simultaneous Statistical Inference Springer Series in ...

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Jason Lehmann

Statistical inference methodology in dynamic factor models (DFMs) is extended to the multiple testing context based on a central limit theorem for emp…

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Jessica Kohmann

It is all the more worthwhile reading for statistical researchers, who will be guided through the maze of multiple-testing approaches that have accumulated over the past decades. … a rich source of inspiration for anyone who has some mathematical background and seeks a deep understanding of state-of-the-art simultaneous inference.” (Philip Simultaneous Inference in General Parametric Models