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Multivariate Kernel Smoothing and Its Applications
ISBN-13:
9780429939136
Veröffentl:
2018
Seiten:
248
Autor:
José E. Chacón
eBook Typ:
EPUB
eBook Format:
EPUB
Kopierschutz:
0 - No protection
Sprache:
Englisch
Beschreibung:
Kernel smoothing has greatly evolved since its inception to become an essential methodology in the Data Science tool kit for the 21st century. Its widespread adoption is due to its fundamental role for multivariate exploratory data analysis, as well as the crucial role it plays in composite solutions to complex data challenges.
Introduction. Density estimation. Density derivative estimation. Statistical topics related to density derivative estimation. Kernel smoothing in other selected settings.
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