Functional analysis of high-content high-throughput imaging data

DOI10.1080/02664763.2016.1238048OpenAlexW2524841576MaRDI QIDQ5138677

Bob van de Water, Xiaoqi Jiang, Annette Kopp-Schneider, Steven Wink

Publication date: 4 December 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2016.1238048

zbMATH Keywords

functional principal component analysistoxicologyfunctional regression modelautomated image analysisfunctional \(t\)-test

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• R
• fda (R)

Cites Work

• Analyzing time-course microarray data using functional data analysis -- a review
• A simple multiway ANOVA for functional data
• An ANOVA test for functional data
• Applied functional data analysis. Methods and case studies
• Permutation tests. A practical guide to resampling methods for testing hypotheses.
• Functional data analysis.
• Functional Data Analysis with R and MATLAB
• Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter

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