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Extrinsic local regression on manifold-valued data
We propose an extrinsic regression framework for modeling data with manifold valued responses and Euclidean predictors. Regression with manifold responses has wide applications in shape analysis, neuroscience, medical imaging and many other areas. Our approach embeds the manifold where the responses...
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| 發表在: | J Am Stat Assoc |
|---|---|
| Main Authors: | , , , |
| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
2016
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| 主題: | |
| 在線閱讀: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5722259/ https://ncbi.nlm.nih.gov/pubmed/29225385 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2016.1208615 |
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