Data depth : robust multivariate analysis, computational geometry, and applications /

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Detalles Bibliográficos
Otros Autores: Liu, Regina Y., Serfling, Robert J. (Robert Joseph), Souvaine, Diane L.
Formato: Libro
Lenguaje:Inglés
Publicado: New York : American Mathematical Society, c2006.
Colección:DIMACS series in discrete mathematics and theoretical computer science ; v. 72.
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Aporte de:Registro referencial: Solicitar el recurso aquí
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035 |a (OCoLC)990000590550204151 
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050 0 0 |a QA278  |b .D295 2006 
082 0 0 |a 519.5/35  |2 22 
245 0 0 |a Data depth :  |b robust multivariate analysis, computational geometry, and applications /  |c Regina Y. Liu, Robert Serfling, Diane L. Souvaine, editors. 
260 |a New York :  |b American Mathematical Society,  |c c2006. 
300 |a xiii, 246 p. :  |b ill. ;  |c 26 cm. 
490 1 |a DIMACS series in discrete mathematics and theoretical computer science ;  |v v. 72 
504 |a Includes bibliographical references. 
505 0 |a Foreword -- Preface -- Depth functions in nonparametric multivariate inference / R. Serfling -- Rank tests for multivariate scale difference based ondata depth / R.Y. Liu and K. Singh -- On scale curves for nonparametric description of dispersion / J. Wang and R. Serfling -- Data analysis and classification with the zonoid depth / K. Mosler and R. Hoberg --On some parametric, nonparametric and semiparametric d iscrimination rules / A. Hartikainen and H. Oja -- Regression depth and support vector machine / A. Christmann -- Spherical data depth and a multivariate median / R.T. Elmore, T.P. Hettmansperger, and F. Xuan -- Depth-based classification for functional data / S. Lopez-Pintado and J. Romo -- 
505 0 |a Impartial trimmed means for functional data / Juan Antonio Cuesta-Albertos and Ricardo Fraiman -- Geometric measures of data depth / G. Aloupis -- Computation of half-space depth using simulated annealing / B. Chakraborty and P. Chaudhuri -- Primal-dual algorithms for data depth / D. Bremner, K. Fukuda, and V. Rosta -- Simplicial depth : an improved definition, analysis, and efficiency for the finite sample case / M.A. Burr, E. Rafalin, and D.L. Souvaine -- Fast algorithms for frames and point depth / José H. Dulá -- Statistical data depth and the graphics hardware / Shankar Krishnan, Nabil H. Mustafa, and Suresh Venkatasubramanian. 
650 0 |a Multivariate analysis  |v Congresses. 
650 0 |a Geometry  |x Data processing  |v Congresses. 
650 7 |a Análisis estadístico multivariable  |v Congresos.  |2 UDESA 
650 7 |a Geometría  |x Procesamiento de datos  |v Congresos.  |2 UDESA 
700 1 |a Liu, Regina Y. 
700 1 |a Serfling, Robert J.  |q (Robert Joseph) 
700 1 |a Souvaine, Diane L. 
830 0 |a DIMACS series in discrete mathematics and theoretical computer science ;  |v v. 72.