Adapting Predictive Models for Cepheid Variable Star Classification Using Linear Regression and Maxi...
Adapting Predictive Models for Cepheid Variable Star Classification Using Linear Regression and Maximum Likelihood
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Publisher
Cambridge, UK: Cambridge University Press
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Language
English
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Publisher
Cambridge, UK: Cambridge University Press
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Contents
We describe an approach to automate the classification of Cepheid variable stars into two subtypes according to their pulsation mode. Automating such classification is relevant to obtain a precise determination of distances to nearby galaxies, which in addition helps reduce the uncertainty in the current expansion of the universe. One main difficul...
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Full title
Adapting Predictive Models for Cepheid Variable Star Classification Using Linear Regression and Maximum Likelihood
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TN_cdi_proquest_miscellaneous_1709730615
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_1709730615
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ISSN
1743-9213
E-ISSN
1743-9221
DOI
10.1017/S1743921314013775
