Statistical analysis for high-dimensional data : The Abel Symposium 2014 /: The Abel Symposium 2014. (2016)

• Record Type: Book
• Further Information: Note: Arnoldo Frigessi, Peter Bühlmann, Ingrid K. Glad, Mette Langaas, Sylvia Richardson, Marina Vannucci, editors.
• Editors: Frigessi, A (Arnoldo); Bühlmann, Peter; Glad, Ingrid K; Langaas, Mette; Richardson, S (Sylvia); Vannucci, Marina, 1966-
• Other Names: Abel Symposium, 11th
• Contents: Some Themes in High-Dimensional Statistics: A. Frigessi et al -- Laplace Appoximation in High-Dimensional Bayesian Regression: R. Barber, M. Drton et al -- Preselection in Lasso-Type Analysis for Ultra-High Dimensional Genomic Exploration: L.C. Bergersen, I. Glad et al -- Spectral Clustering and Block Models: a Review and a new Algorithm: S. Bhattacharyya et al -- Bayesian Hierarchical Mixture Models: L. Bottelo et al -- iBATCGH; Integrative Bayesian Analysis of Transcriptomic and CGH Data: Cassese, M. Vannucci et al -- Models of Random Sparse Eigenmatrices and Bayesian Analysis of Multivariate Structure: A.J. Cron, M. West -- Combining Single and Paired End RNA-seq Data for Differential Expression Analysis: F. Feng, T.Speed et al -- An Imputation Method for Estimation the Learning Curve in Classification Problems: E. Laber et al -- Baysian Feature Allocation Models for Tumor Heterogeneity: J. Lee, P. Mueller et al -- Bayesian Penalty Mixing: The Case of a Non-Separable Penalty: V. Rockova et al -- Confidence Intervals for Maximin Effects in Inhomogeneous Large Scale Data: D. Rothenhausler et al -- Chisquare Confidence Sets in High-Dimensional Regression: S. van de Geer et al. .
• Publisher Details: Cham : Springer
• Publication Date: 2016
• Extent: 1 online resource (xii, 306 pages), illustrations (some color)
• Subjects: 519.5; Mathematics; Mathematical statistics -- Congresses; Mathematical statistics; Mathematics -- Probability & Statistics -- General; Science -- Life Sciences -- Anatomy & Physiology; Computers -- Mathematical & Statistical Software; Medical -- Biostatistics; Probability & statistics; Molecular biology; Mathematical & statistical software; Computer science_xMathematics; Mathematical statistics; Bioinformatics; Statistics; Mathematics -- Counting & Numeration; Numerical analysis; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319270999; 3319270990
• Related ISBNs: 9783319270975; 3319270974
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed February 23, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.