A link function specification test in the single functional index model

نویسندگان

چکیده

Abstract In this paper a test for specification in functional regression with scalar response that exploits semi-parametric principles is illustrated. Once the statistics defined, its asymptotic null distribution derived under suitable conditions. The finite sample performances of are analyzed through simulation study by using both p- value and some bootstrap approaches. To appreciate potentialities method, an application to spectrometric real dataset performed.

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ژورنال

عنوان ژورنال: Advances in data analysis and classification

سال: 2023

ISSN: ['1862-5355', '1862-5347']

DOI: https://doi.org/10.1007/s11634-023-00545-7