×

fda (R)

swMATH ID: 4511
Software Authors: J. O. Ramsay, Hadley Wickham, Spencer Graves, Giles Hooker
Description: fda: Functional Data Analysis , These functions were developed to support functional data analysis as described in Ramsay, J. O. and Silverman, B. W. (2005) Functional Data Analysis. New York: Springer. They were ported from earlier versions in Matlab and S-PLUS. An introduction appears in Ramsay, J. O., Hooker, Giles, and Graves, Spencer (2009) Functional Data Analysis with R and Matlab (Springer). The package includes data sets and script files working many examples including all but one of the 76 figures in this latter book. As of this release, the R-Project is no longer distributing the Matlab versions of the functional data analysis functions and sample analyses through the CRAN distribution system. This is due to the pressure placed on storage required in the many CRAN sites by the rapidly increasing number of R packages, of which the fda package is one. The three of us involved in this package have agreed to help out this situation by switching to distributing the Matlab functions and analyses through Jim Ramsay’s ftp site at McGill University. To obtain these Matlab files, go to this site using an ftp utility: http://www.psych.mcgill.ca/misc/fda/downloads/FDAfuns/ There you find a set of .zip files containing the functions and sample analyses, as well as two .txt files giving instructions for installation and some additional information.
Homepage: http://cran.r-project.org/web/packages/fda/
Source Code:  https://github.com/cran/fda
Dependencies: R (≥ 2.10.0), splines, zoo, Matrix
Keywords: fda; Functional Data Analysis
Related Software: R; SemiPar; ElemStatLearn; fda.usc; refund; KernSmooth; gss; gamair; Rainbow; funHDDC; Matlab; robustbase; pffr; freqdom.fda; mgcv; fdasrvf; bootstrap; spBayes; clusfind; BayesDA
Cited in: 1,806 Documents

Standard Articles

1 Publication describing the Software, including 1 Publication in zbMATH Year
Functional data analysis with R and MATLAB. Zbl 1179.62006
Ramsay, J. O.; Hooker, Giles; Graves, Spencer
2009
all top 5

Cited by 2,613 Authors

62 Vieu, Philippe
39 Müller, Hans-Georg
35 Laksaci, Ali
33 Ferraty, Frédéric
28 Shang, Han Lin
24 Kokoszka, Piotr S.
23 Rachdi, Mustapha
22 Aguilera, Ana M.
22 Cao, Jiguo
20 Lian, Heng
19 Vantini, Simone
18 Cardot, Hervé
18 Hall, Peter Gavin
18 Ramsay, James O.
17 Fraiman, Ricardo
17 Yao, Fang
15 González-Manteiga, Wenceslao
15 Hwang, Heungsun
15 Wang, Jane-Ling
14 Bouzebda, Salim
14 Goia, Aldo
14 Sangalli, Laura Maria
13 Boente, Graciela
13 Carroll, Raymond James
13 Greven, Sonja
13 Reimherr, Matthew L.
13 Ruiz-Medina, María Dolores
13 Staicu, Ana-Maria
12 Aneiros-Pérez, Germán
12 Dabo-Niang, Sophie
12 Horváth, Lajos
12 Panaretos, Victor M.
12 Wang, Guochang
12 Zhang, Jinting
12 Zhu, Hongtu
11 Crambes, Christophe
11 Cuevas, Antonio
11 Kneip, Alois Richard
11 Li, Yehua
11 Mas, André
11 Menafoglio, Alessandra
11 Morris, Jeffrey S.
11 Sarda, Pascal
11 Valderrama, Mariano J.
11 Wang, Liangliang
10 Delicado, Pedro F.
10 Hörmann, Siegfried
10 Ieva, Francesca
10 Marron, James Stephen
10 Ould-Saïd, Elias
10 Rice, Gregory
10 Secchi, Piercesare
10 Smaga, Łukasz
10 Srivastava, Anuj
10 Takane, Yoshio
10 Zhang, Riquan
10 Zhang, Zhongzhan
9 Aguilera-Morillo, M. Carmen
9 Du, Jiang
9 Härdle, Wolfgang Karl
9 Hsing, Tailen
9 Kurtek, Sebastian
9 Lillo, Rosa Elvira
9 Ling, Nengxiang
9 Mateu, Jorge
9 Matsui, Hidetoshi
9 Ogden, Robert Todd
9 Paganoni, Anna Maria
9 Wang, Huiwen
9 Zhang, Baoxue
8 Beyaztas, Ufuk
8 Crăiniceanu, Ciprian-Mugur
8 Escabias, Manuel
8 Febrero-Bande, Manuel
8 Genton, Marc G.
8 Giraldo, Ramón
8 James, Gareth M.
8 Liebl, Dominik
8 Lin, Zhenhua
8 Loubes, Jean-Michel
8 Nagy, Stanislav
8 Pini, Alessia
8 Qi, Xin
8 Scheipl, Fabian
8 Wu, Wei
7 Aston, John A. D.
7 Cao, GuanQun
7 Chaouch, Mohamed Ali
7 Demongeot, Jacques
7 Dette, Holger
7 Hron, Karel
7 Kong, Linglong
7 Laib, Naâmane
7 Luo, Ruiyan
7 Preda, Cristian
7 Rabhi, Abbes
7 Romo, Juan J.
7 Ruppert, David
7 Shi, Jianqing
7 Shin, Hyejin
...and 2,513 more Authors
all top 5

Cited in 215 Serials

172 Journal of Multivariate Analysis
161 Computational Statistics and Data Analysis
73 Journal of the American Statistical Association
66 Electronic Journal of Statistics
63 The Annals of Statistics
62 Computational Statistics
59 The Annals of Applied Statistics
50 Journal of Statistical Planning and Inference
50 Journal of Applied Statistics
47 Statistics & Probability Letters
41 Statistics and Computing
40 Test
39 Biometrics
37 Communications in Statistics. Theory and Methods
30 Statistica Sinica
25 Journal of Statistical Computation and Simulation
25 Advances in Data Analysis and Classification. ADAC
25 Journal of Computational and Graphical Statistics
24 Communications in Statistics. Simulation and Computation
24 Bernoulli
23 Journal of Nonparametric Statistics
20 Psychometrika
19 Metrika
18 Statistical Papers
18 Statistical Modelling
18 Comptes Rendus. Mathématique. Académie des Sciences, Paris
17 Journal of the Korean Statistical Society
16 Statistical Methods and Applications
16 Journal of Agricultural, Biological, and Environmental Statistics
15 Annals of the Institute of Statistical Mathematics
14 Statistics
14 AStA. Advances in Statistical Analysis
12 The Canadian Journal of Statistics
12 Biometrika
12 Journal of the Royal Statistical Society. Series B. Statistical Methodology
11 Scandinavian Journal of Statistics
11 Journal of Econometrics
9 Statistical Inference for Stochastic Processes
9 SORT. Statistics and Operations Research Transactions
8 Statistical Science
8 European Journal of Operational Research
7 Journal of Computational and Applied Mathematics
7 Journal of Classification
7 Stochastic Processes and their Applications
7 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
7 Brazilian Journal of Probability and Statistics
7 Bayesian Analysis
6 Computer Methods in Applied Mechanics and Engineering
6 Pattern Recognition
6 Journal of Statistical Theory and Practice
6 Mathematical Geosciences
5 Inverse Problems
5 Science China. Mathematics
5 Sankhyā. Series A
4 Applied Mathematics and Computation
4 Biometrical Journal
4 Information Sciences
4 International Statistical Review
4 Mathematics and Computers in Simulation
4 Mathematical Methods of Statistics
4 Methodology and Computing in Applied Probability
4 Journal of Machine Learning Research (JMLR)
4 Applications and Applied Mathematics
4 Statistics Surveys
4 Statistics & Risk Modeling
4 Springer Series in Statistics
4 SIAM/ASA Journal on Uncertainty Quantification
3 Lithuanian Mathematical Journal
3 Insurance Mathematics & Economics
3 Revista Colombiana de Estadística
3 International Journal of Production Research
3 Chinese Journal of Applied Probability and Statistics
3 Probability Theory and Related Fields
3 Journal of Complexity
3 International Journal of Approximate Reasoning
3 Economics Letters
3 Mathematical Problems in Engineering
3 Journal of the Royal Statistical Society. Series C. Applied Statistics
3 Biostatistics
3 Journal of Systems Science and Complexity
3 Statistical Methodology
3 Statistical Analysis and Data Mining
3 Chilean Journal of Statistics
3 Journal of Time Series Econometrics
2 Mathematical Biosciences
2 Statistica Neerlandica
2 Journal of Time Series Analysis
2 Acta Mathematicae Applicatae Sinica. English Series
2 Computers & Operations Research
2 Mathematical and Computer Modelling
2 Neural Networks
2 Annals of Operations Research
2 Machine Learning
2 Neural Computation
2 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
2 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
2 Theory of Probability and Mathematical Statistics
2 Applied and Computational Harmonic Analysis
2 Journal of Inverse and Ill-Posed Problems
2 INFORMS Journal on Computing
...and 115 more Serials

Citations by Year