Nonparametric Signal Extraction and Measurement Error in the Analysis of Electroencephalographic Activity During Sleep - Crainiceanu, Ciprian M.; Caffo, Brian S.; Di, Chong-Zhi; Punjabi, Naresh M. (Journal of the American Statistical Association, 2009)
Keywords: Applications; Applications and Case Studies; Cross-sectional analysis; Data smoothing; Datasets; Error; Error analysis; Estimation; Estimation methods; Estimators; Exact sciences and technology; General topics; Hierarchical smoothing; Hierarchy; Human behaviour; Longitudinal studies; Mathematical minima; Mathematics; Measurement; Measurement errors; Medical sciences; Medical tests; Modeling; Nonparametric inference; Nonparametric models; Numerical analysis; Numerical analysis. Scientific computation; Penalized splines; Predisposing factors; Probability and statistics; Regression analysis; Sciences and techniques of general use; Signal noise; Signal processing; Sleep; Sleep, measurement error; Statistical methods; Statistical variance; Statistics; Biometrics; Smoothing methods; Error analysis; Error estimation; Signal estimation; Hierarchical smoothing; Non parametric estimation; Statistical estimation; Penalized splines; Implementation; Statistical method; Statistical regression; Medical science; Numerical analysis; Sleep; Smoothing; Cross sectional study; Signal processing; Application; Measurement error