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Principal components analysis for functional data
1997For many reasons, principal components analysis (PCA) of functional data is a key technique to consider. First, our own experience is that, after the preliminary steps of registering and displaying the data, the user wants to explore that data to see the features characterizing typical functions.
J. O. Ramsay, B. W. Silverman
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Multi-way functional principal components analysis
2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2013Many examples of multi-way or tensor-valued data, such as in climate studies, neuroimaging, chemometrics, and hyperspectral imaging, are structured meaning that variables are associated with locations. Tensor decompositions, or higher-order principal components analysis (HOPCA), are a classical method for dimension reduction and pattern recognition for
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Principal component analysis for functional data
2018This article discusses the methodology and theory of principal component analysis (PCA) for functional data. It first provides an overview of PCA in the context of finite-dimensional data and infinite-dimensional data, focusing on functional linear regression, before considering the applications of PCA for functional data analysis, principally in cases
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Social determinants of health and US cancer screening interventions: A systematic review
Ca-A Cancer Journal for Clinicians, 2023Ariella R Korn
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The Affordable Care Act and access to care across the cancer control continuum: A review at 10 years
Ca-A Cancer Journal for Clinicians, 2020Jingxuan Zhao +2 more
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Functional Imaging of Cancer with Emphasis on Molecular Techniques
Ca-A Cancer Journal for Clinicians, 2007Mohamed Houseni
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Application of Nanotechnology in Cancer Therapy and Imaging
Ca-A Cancer Journal for Clinicians, 2008Dong M Shin
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Practical clinical interventions for diet, physical activity, and weight control in cancer survivors
Ca-A Cancer Journal for Clinicians, 2015Wendy Demark-Wahnefried +2 more
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Hypnosis for cancer care: Over 200 years young
Ca-A Cancer Journal for Clinicians, 2013Guy H Montgomery, Julie B Schnur
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