On Semiparametric Inference for Periodically Modulated Density Functions

Communications in statistics Theory and methods/Communications in statistics, theory and methods（2022）

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摘要

We consider semiparametric inference for seasonally modulated density functions. Asymptotic results for kernel based estimators and simultaneous confidence bands are derived. The method is illustrated by an analysis of COVID-19 data from six European countries.

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关键词

Semiparametric density estimation,kernel density estimation,seasonality,confidence band,COVID-19

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