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NPCirc: An R package for nonparametric circular methods
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نویسنده
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oliveira m. ,crujeiras r.m. ,rodríguez-casal a.
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منبع
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journal of statistical software - 2014 - دوره : 61 - - کد همایش: - صفحه:1 -26
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چکیده
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Nonparametric density and regression estimation methods for circular data are included in the r package npcirc. specifically,a circular kernel density estimation procedure is provided,jointly with different alternatives for choosing the smoothing parameter. in the regression setting,nonparametric estimation for circular-linear,circular-circular and linear-circular data is also possible via the adaptation of the classical nadaraya-watson and local linear estimators. in order to assess the significance of the features observed in the smooth curves,both for density and regression with a circular covariate and a linear response,a sizer technique is developed for circular data,namely circsizer. some data examples are also included in the package,jointly with a routine that allows generating mixtures of different circular distributions. © 2014,american statistical association. all right reserved.
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کلیدواژه
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CircSiZer; Circular data; Mixtures; Nonparametric methods; R package
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آدرس
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department of statistics and operations research,university of santiago de compostela, Spain, department of statistics and operations research,university of santiago de compostela, Spain, department of statistics and operations research,university of santiago de compostela, Spain
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Authors
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