Analysis of Variance for Functional Data
Jin-Ting Zhang
National University of Singapore
Jan 01, 2013.
Chapman and Hall
Preface
Contents
Functional Datasets
· Progesterone Data[prog] (Brumback and Rice 1998)
· Berkeley Growth Data [Berkeley](Ramsay and Silverman 2005)
· NOx Emission level data[NoxDays] (Frebero et al 2008)
· Canadian Temparature data[temp] (Ramsay and Silverman 2005)
· Audio Noise Data[audnos] (Nair et al 2002)
· Left Cinulumn Data[LCD] (Provided by Dr Hongbin Gu)
· Orthosis data[orthosis] (Abramovich et al 2003)
· The ergonomics data[ergonomics] (Shen and Faraway 2004)
All raw data [rawdata] (e.g., prog.txt, orthosis.txt, Nox.txt etc)
All Matlab-type datasets[matlabdat] (e.g. brfits.mat, tempfits.mat etc.)
Matlab Codes
· Chapt1 Introduction[chapt1]
· Chapt2 Nonparametric smoothers for a single curve[chapt2]
· Chapt3 Reconstruction of functional data[chapt3]
· Chapt4 Stochastic processes[chapt4]
· Chapt5 ANOVA for functional data[chapt5]
· Chapt6 Linear models with functional responses[chapt6]
· Chapt7 Ill-conditioned functional linear models[chapt7]
· Chapt8 Diagnostics of functional observations[chapt8]
· Chapt9 Heteroscedastic ANOVA for functional data[chapt9]
· Chapt10 Test of Equality of covariance functions[chapt10]