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]