A survey of functional principal component analysis

Robust functional principal components: A projection-pursuit approach

(2012) Juan Lucas Bali et al.   ANNALS OF STATISTICS

Componentwise classification and clustering of functional data

(2012) A. Delaigle et al.   BIOMETRIKA

Clustering of functional data in a low-dimensional subspace

(2012) Michio Yamamoto   Advances in Data Analysis and Classification

Description length and dimensionality reduction in functional data analysis

(2011) D.S. Poskitt et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Common functional principal components analysis: A new approach to analyzing human movement data

(2011) N. Coffey et al.   HUMAN MOVEMENT SCIENCE

Multilevel Functional Principal Component Analysis for High-Dimensional Data

(2011) Vadim Zipunnikov et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Achieving near perfect classification for functional data

(2011) Aurore Delaigle et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Model-based clustering of time series in group-specific functional subspaces

(2011) Charles Bouveyron et al.   Advances in Data Analysis and Classification

E-loyalty networks in online auctions

(2010) Wolfgang Jank et al.   Annals of Applied Statistics

Identifying the finite dimensionality of curve time series

(2010) Neil Bathia et al.   ANNALS OF STATISTICS

Additive modelling of functional gradients

(2010) H.-G. Muller et al.   BIOMETRIKA

Functional quadratic regression

(2010) F. Yao et al.   BIOMETRIKA

Functional mixture regression

(2010) F. Yao et al.   BIOSTATISTICS

Sparse Functional Principal Component Analysis via Regularized Basis Expansions and Its Application

(2010) Mitsunori Kayano et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Rainbow Plots, Bagplots, and Boxplots for Functional Data

(2010) Rob J. Hyndman et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Generalized Multilevel Functional Regression

(2010) Ciprian M. Crainiceanu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Nonparametric time series forecasting with dynamic updating

(2010) Han Lin Shang et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Multilevel functional principal component analysis

(2009) Chong-Zhi Di et al.   Annals of Applied Statistics

Common functional principal components

(2009) Michal Benko et al.   ANNALS OF STATISTICS

Functional principal component data analysis: A new method for analysing microbial community fingerprints

(2009) Janine B. Illian et al.   JOURNAL OF MICROBIOLOGICAL METHODS

Inference under functional proportional and common principal component models

(2009) Graciela Boente et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Functional Additive Models

(2009) Hans-Georg Müller et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Modeling Hazard Rates as Functional Data for the Analysis of Cohort Lifetables and Mortality Forecasting

(2009) Jeng-Min Chiou et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

On the Concept of Depth for Functional Data

(2009) Sara López-Pintado et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Forecasting functional time series

(2009) Rob J. Hyndman et al.   Journal of the Korean Statistical Society

Linguistic pitch analysis using functional principal component mixed effect models

(2009) John A. D. Aston et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

On Modeling and Forecasting Time Series of Smooth Curves

(2009) Haipeng Shen   TECHNOMETRICS

Functional regression modeling via regularized Gaussian basis expansions

(2008) Yuko Araki et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

Joint modelling of paired sparse functional data using principal components

(2008) L. Zhou et al.   BIOMETRIKA

Robust functional estimation using the median and spherical principal components

(2008) D. Gervini   BIOMETRIKA

Penalized Partial Least Squares with applications to B-spline transformations and functional data

(2008) Nicole Krämer et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Optimal classification for time-course gene expression data using functional data analysis

(2008) Joon Jin Song et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

On depth measures and dual statistics. A methodology for dealing with general data

(2008) Antonio Cuevas et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Functional linear regression with derivatives

(2008) André Mas et al.   JOURNAL OF NONPARAMETRIC STATISTICS

Nonparametric time series prediction: A semi-functional partial linear modeling

(2007) Germán Aneiros-Pérez et al.   JOURNAL OF MULTIVARIATE ANALYSIS