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Choice of B-splines with free parameters in the flexible discriminant analysis context

Reynes, Christelle; Sabatier, Robert; Molinari, Nicolas - In: Computational Statistics & Data Analysis 51 (2006) 3, pp. 1765-1778

Persistent link: https://www.econbiz.de/10005172811

A new genetic algorithm in proteomics: Feature selection for SELDI-TOF data

Reynès, Christelle; Sabatier, Robert; Molinari, Nicolas; … - In: Computational Statistics & Data Analysis 52 (2008) 9, pp. 4380-4394

Mass spectrometry from clinical specimens is used in order to identify biomarkers in a diagnosis. Thus, a reliable method for both feature selection and classification is required. A novel method is proposed to find biomarkers in SELDI-TOF in order to perform robust classification.The feature...

Persistent link: https://www.econbiz.de/10005172878

Generalized principal component analysis with respect to instrumental variables via univariate spline transformations

Durand, Jean-Francois - In: Computational Statistics & Data Analysis 16 (1993) 4, pp. 423-440

Persistent link: https://www.econbiz.de/10005172291

Free Knot Splines for Supervised Classification

Molinari, Nicolas - In: Journal of Classification 24 (2007) 2, pp. 221-234

Persistent link: https://www.econbiz.de/10005376165

Authors' Reply

Bonaldi, Christophe; Daurès, Jean-Pierre; Molinari, Nicolas - In: Biometrics 59 (2003) 3, pp. 734-734

Persistent link: https://www.econbiz.de/10010948268

Multiple Temporal Cluster Detection

Molinari, Nicolas; Bonaldi, Chistophe; Daurés, Jean-Pierre - In: Biometrics 57 (2001) 2, pp. 577-583

Persistent link: https://www.econbiz.de/10010948498

Arbitrarily shaped multiple spatial cluster detection for case event data

Demattei[diaeresis], Christophe; Molinari, Nicolas; … - In: Computational Statistics & Data Analysis 51 (2007) 8, pp. 3931-3945

Persistent link: https://www.econbiz.de/10005081745

A generalization of STATIS-ACT strategy: DO-ACT for two multiblocks tables

Vivien, Myrtille; Sabatier, Robert - In: Computational Statistics & Data Analysis 46 (2004) 1, pp. 155-171

Persistent link: https://www.econbiz.de/10005131089

The ACT (STATIS method)

Lavit, Christine; Escoufier, Yves; Sabatier, Robert; … - In: Computational Statistics & Data Analysis 18 (1994) 1, pp. 97-119

Persistent link: https://www.econbiz.de/10005165718

Extensions of simple component analysis and simple linear discriminant analysis using genetic algorithms

Sabatier, Robert; Reynès, Christelle - In: Computational Statistics & Data Analysis 52 (2008) 10, pp. 4779-4789

Extensions of Simple Component Analysis are proposed. Two methods are obtained: a new Simple Component Analysis and a Simple Linear Discriminant Analysis. These two methodologies use Genetic Algorithms, optimize a criterion (derived from the usual method) and add constraints. The objective is to...

Persistent link: https://www.econbiz.de/10005172875