Nonparametric estimation of correlation functions in longitudinal and spatial data, with application to colon carcinogenesis experiments

DOI10.1214/009053607000000082zbMath1147.62036arXiv0710.3638OpenAlexW3105619089MaRDI QIDQ2456014

Nancy D. Turner, Joanne R. Lupton, Mee Young Hong, Naisyin Wang, Yehua Li, Raymond J. Carroll

Publication date: 17 October 2007

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/0710.3638

zbMATH Keywords

time serieskernel regressiondependent datagene expressionfunctional data

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Asymptotic properties of nonparametric inference (62G20) Applications of statistics to biology and medical sciences; meta analysis (62P10) Measures of association (correlation, canonical correlation, etc.) (62H20) Nonparametric statistical resampling methods (62G09)

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Uses Software

• fda (R)

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