Cristian Preda
Professor of Statistics
Ecole Polytechnique Universitaire de Lille
Selected papers
 
2011
J. Jacques, C. Preda, Model-based clustering of functional data, submitted to Journal of Classification, (manuscript)

C. Aguilera, A. Aguilera, C. Preda, Smoothed functional PLS regression, submitted to Test, (manuscript)

C. Preda, J. Schiltz Functional PLS regression with functional response, submitted to Computational Statistics, (manuscript)
 
2010
A. Aguilera, M. Escabias, C. Preda, G. Saporta, Using basis expansion for estimating functional PLS regression : application with chemometric data, Chemometrics and Intelligent Laboratory Systems, Vol. 104, Issue 2, p. 289-305, (2010). (manuscript)

G. Haiman, C. Preda, A new Method of Approximating the Probability of Matching Common Words in Multiple Random Sequences, Methodology and Computing in Applied Probability, Vol. 12, No. 4, p. 775-795, (2010).

C. Preda, G. Saporta, Mohamed Mbarek, The NIPALS algorithm for missing functional data, Romanian Journal of Pure and Applied Mathematics, Vol. 55, No. 4, p. 315-326, (2010). (manuscript)

 
2009
G. Haiman, C. Preda, Approximations pour les statistiques de scan uni et bi-dimensionnelles, The 6th Congress of Romanian Mathematicians, June 28 - July 4, 2007, Bucharest, Romania. Ed. Romanian Academy, pp. 461-466, (2009). (manuscript)

 
2008
G. Haiman, C. Preda, 1-Dependent Stationary Sequences And Application To Scan Statistics, Scan Statistics - Methods and Applications, Statistics for Industry and Technology series, Birkhäuser (Eds. Glaz J., Walenstein S., Pozdnyakov V.) p. 179-193, (2008). (manuscript)

 
2007
C. Preda, G. Saporta, C. Lévéder, PLS classification for functional data, Computational Statistics, 22, p. 223-235, (2007). (manuscript)

C. Preda, Regression models for functional data by reproducing kernel Hilbert spaces methods, Journal of Statistical Planning and Inference, Vol. 137, 3, p. 829-840, (2007). (manuscript)

C. Preda, G. Saporta, PCR and PLS for clusterwise regression on functional data, In Selected Contributions in Classification and Data Analysis, Springer Berlin Heidelberg, Studies in Classification, Data Analysis and Knowledge Organization Series, DOI : 10.1007/978-3-540-73560-1_56, p. 589-598, (2007) (manuscript)

 
2006
G. Haiman, C. Preda, Estimation for the distribution of two-dimensional discrete scan statistics, Methodology and Computing in Applied Probability Journal, 8, 373-382, (2006).

C. Preda, L'approche PLS pour l'analyse de données fonctionnelles, Bulletin de la Société de Sciences Médicales de Luxembourg, Vol. 2, p. 171-187, (2006).

A. Duhamel, P.Devos, J.L. Bourriez, C. Preda, L. Lefebvre, Functional data analysis for gait curves study in Parkinson's desease, Studies in Health Technology and Informatics, 124, p. 569-574, (2006)
 
2005
C. Preda, G. Saporta, Clusterwise PLS regression on a stochastic process, Computational Statistics and Data Analysis, 49, p. 99-108, (2005).

C. Preda, G. Saporta, PLS regression on a stochastic process, Computational Statistics and Data Analysis, 48, p. 149-158, (2005).

 
2002
G. Haiman, C. Preda, A new method for estimating the distribution of scan statistics for a two-dimensional Poisson process, Methodology and Computing in Applied Probability Journal, 4 (4), p. 393-407, (2002).
 
2000
C. Preda, Approximation par moyennage de l'analyse en composantes principales d'un processus stochastique, Comptes rendus de l'Académie des Sciences de Paris, T. 330, Série I, p. 1-6, (2000).