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Tensors in Statistics

期刊: ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 8, 2021, 2021; 8 ()

This article provides an overview of tensors, their properties, and their applications in statistics. Tensors, also known as multidimensional arrays, ......

Statistical Connectomics

期刊: ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 8, 2021, 2021; 8 ()

The data science of networks is a rapidly developing field with myriad applications. In neuroscience, the brain is commonly modeled as a connectome, a......

Twenty-First-Century Statistical and Computational Challenges in Astrophysics

期刊: ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 8, 2021, 2021; 8 ()

Modern astronomy has been rapidly increasing our ability to see deeper into the Universe, acquiring enormous samples of cosmic populations. Gaining as......

Evaluation of Causal Effects and Local Structure Learning of Causal Networks

期刊: ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 6, 2019; 6 ()

Causal effect evaluation and causal network learning are two main research areas in causal inference. For causal effect evaluation, we review the two ......

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