Functional Data Analysis for Sparse Longitudinal Data - Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling (Journal of the American Statistical Association, 2005)
Keywords: Applications; Asymptotic methods; Asymptotics; Biology, psychology, social sciences; Cell cycle; Conditioning; Confidence band; Covariance; Data analysis; Data lines; Data smoothing; Eigenfunctions; Eigenvalues; Exact sciences and technology; Gene expression; Longitudinal data; Mathematics; Measurement error; Measurement errors; Multivariate analysis; Nonparametric inference; Principal components; Principal components analysis; Probability and statistics; Sciences and techniques of general use; Simultaneous inference; Smoothing; Statistical inference; Statistical variance; Statistics; Theory and Methods; Trajectories; Yeasts; Conditional distribution; Covariance function; Eigenfunction; Non parametric estimation; Simultaneous inference: Smoothing; Statistical simulation; Asymptotic convergence; Confidence band; Law of large numbers; Repeated measurement; Conditioning; Measurement error; Principal components; Data analysis; Smoothing methods; AIDS; Akaike information criterion; Asymptotic distribution; Gene expression; Asymptotics; Variance analysis; Infection; Statistical method; Viral disease; Principal component analysis