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Enlightening the Relationship Between Distribution and Regression Fitting

Abstract : Statistical distribution fitting and regression fitting are both classic methods to model data. There are slight connections and differences between them, as a result they outperform each other in different cases. A analysis model for processing natural data, say astronomical pulsar data in this paper, is proposed to improve data fitting method performance. Then the insight behind the comprehensive fitting model is given and discussed.
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https://hal.inria.fr/hal-01820940
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Hang Yu, Qian Yin, Ping Guo. Enlightening the Relationship Between Distribution and Regression Fitting. 2nd International Conference on Intelligence Science (ICIS), Oct 2017, Shanghai, China. pp.222-227, ⟨10.1007/978-3-319-68121-4_23⟩. ⟨hal-01820940⟩

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