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Sufficient dimension reduction - Wikipedia
https://en.wikipedia.org/wiki/Sufficient_dimension_reduction
In statistics, sufficient dimension reduction (SDR) is a paradigm for analyzing data that combines the ideas of dimension reduction with the concept of sufficiency. Dimension reduction has long been a primary goal of regression analysis. Given a response variable y and a p-dimensional predictor vector See more
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Sufficient Dimension Reduction: Methods and …
https://www.tandfonline.com/doi/full/10.1080/01621459.2020.1759990
WEBJun 4, 2020 · Sufficient Dimension Reduction: Methods and Applications With R. by Bing Li. Boca Raton, FL: Chapman & Hall/CRC Press, 2018, xxi pp., $105.00 (H), ISBN: 978 … Author: Daniel J. McDonald Publish Year: 2020
Author: Daniel J. McDonald
Publish Year: 2020
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Sufficient Dimension Reduction - Li - Wiley Online Library
https://onlinelibrary.wiley.com/doi/epdf/10.1002/9781118445112.stat08042
WEBMay 15, 2018 · Abstract. Sufficient dimension reduction (SDR) embodies a family of ideas and methods that aim for reduction of dimensionality without loss of information …
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Sufficient Dimension Reduction for High …
https://arxiv.org/pdf/2110.09620.pdf
WEBLearn about various methods for Sufficient Dimension Reduction (SDR), which find a transformation of data to a lower dimensional space that preserves the …
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A Slicing‐Free Perspective to Sufficient Dimension …
https://onlinelibrary.wiley.com/doi/10.1111/insr.12565
WEBMar 7, 2024 · Since the pioneering work of sliced inverse regression, sufficient dimension reduction has been growing into a mature field in statistics and it has broad applications …
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Sufficient Dimension Reduction | Methods and …
https://www.taylorfrancis.com/books/mono/10.1201/9781315119427/sufficient-dimension-reduction-bing-li
WEBOct 30, 2017 · Sufficient Dimension Reduction: Methods and Applications with R introduces the basic theories and the main methodologies, provides practical and easy …
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A general theory for nonlinear sufficient dimension …
https://arxiv.org/pdf/1304.0580.pdf
WEBA GENERAL THEORY FOR NONLINEAR SUFFICIENT DIMENSION REDUCTION: FORMULATION AND ESTIMATION. By Kuang-Yao Lee, Bing Li1 and Francesca …
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Sufficient Dimension Reduction: Methods and …
https://dl.acm.org/doi/book/10.5555/3265314
WEBSufficient Dimension Reduction: Methods and Applications with R | Guide books | ACM Digital Library. Browse Books. Home. Browse by Title. Books. Sufficient Dimension …
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