Introducing Functional Data Analysis to Neuroimaging, and Vice Versa

Jörg Polzehl, Karsten Tabelow, Structural Adaptive Smoothing in Diffusion Tensor Imaging: The R Package dti Journal of Statistical Software. ,vol. 31, pp. 1- 23 ,(2009) , 10.18637/JSS.V031.I09

Bernard W. Silverman, Smoothed functional principal components analysis by choice of norm Annals of Statistics. ,vol. 24, pp. 1- 24 ,(1996) , 10.1214/AOS/1033066196

M. P. Wand, J. T. Ormerod, ON SEMIPARAMETRIC REGRESSION WITH O'SULLIVAN PENALIZED SPLINES Australian & New Zealand Journal of Statistics. ,vol. 50, pp. 179- 198 ,(2008) , 10.1111/J.1467-842X.2008.00507.X

Philip T. Reiss, Maarten Mennes, Eva Petkova, Lei Huang, Matthew J. Hoptman, Bharat B. Biswal, Stanley J. Colcombe, Xi-Nian Zuo, Michael P. Milham, Extracting information from functional connectivity maps via function-on-scalar regression NeuroImage. ,vol. 56, pp. 140- 148 ,(2011) , 10.1016/J.NEUROIMAGE.2011.01.071

Ciprian M. Crainiceanu, David Ruppert, Likelihood ratio tests in linear mixed models with one variance component Journal of The Royal Statistical Society Series B-statistical Methodology. ,vol. 66, pp. 165- 185 ,(2004) , 10.1111/J.1467-9868.2004.00438.X

Thaddeus Tarpey, Kimberly K. J. Kinateder, Clustering Functional Data Journal of Classification. ,vol. 20, pp. 093- 114 ,(2003) , 10.1007/S00357-003-0007-3

Philip T. Reiss, Lei Huang, Maarten Mennes, Fast Function-on-Scalar Regression with Penalized Basis Expansions The International Journal of Biostatistics. ,vol. 6, pp. 28- ,(2010) , 10.2202/1557-4679.1246

Jeng-Min Chiou, Hans-Georg Müller, Jane-Ling Wang, Functional quasi‐likelihood regression models with smooth random effects Journal of The Royal Statistical Society Series B-statistical Methodology. ,vol. 65, pp. 405- 423 ,(2003) , 10.1111/1467-9868.00393

Hongtu Zhu, Linglong Kong, Runze Li, Martin Styner, Guido Gerig, Weili Lin, John H. Gilmore, FADTTS: Functional Analysis of Diffusion Tensor Tract Statistics NeuroImage. ,vol. 56, pp. 1412- 1425 ,(2011) , 10.1016/J.NEUROIMAGE.2011.01.075

Simon N. Wood, Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models Journal of The Royal Statistical Society Series B-statistical Methodology. ,vol. 73, pp. 3- 36 ,(2011) , 10.1111/J.1467-9868.2010.00749.X