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Bayesian variable selection has experienced substantial developments over the past 30 years with the proliferation of large data sets. Identifying relevant variables to include in a model allows simpler interpretation, avoids overfitting and multicollinearity, and can provide insights into the mechanisms underlying an observed phenomenon. Variable selection is especially important when the number of potential predictors is substantially larger than the sample size and sparsity can reasonably be assumed. The Handbook of Bayesian Variable Selection provides a comprehensive review of theoretical, methodological and computational aspects of Bayesian methods for variable selection. The topics cov...
This book constitutes the refereed proceedings of the 11th Annual International Conference on Research in Computational Molecular Biology, RECOMB 2007, held in Oakland, CA, USA in April 2007. The 37 revised full papers address all current issues in algorithmic, theoretical, and experimental bioinformatics.
The Hound of the Baskervilles is the tale of an ancient curse suddenly given a terrifying modern application. The grey towers of Baskerville Hall and the wild open country of Dartmoor hold many secrets for Holmes and Watson to unravel. The detective is contemptuous of supernatural manifestations, but the reader will remain perpetually haunted by the hound from the moor. The editor of this volume, W.W. Robson, was Emeritus David Masson Professor of English Literature at the University of Edinburgh and author of Modern English Literature. The general editor of the Oxford Sherlock Holmes, Owen Dudley Edwards, is Reader in History at the University of Edinburgh and author or The Quest for Sherlock Holmes: A Biographical Study of Sir Arthur Conan Doyle.
The Pacific Symposium on Biocomputing (PSB) 2013 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2013 will be held on January 3 OCo 7, 2013 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference.PSB 2013 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is...
The Hound of the Baskervilles is the tale of an ancient curse suddenly given a terrifying modern application. The grey towers of Baskerville Hall and the wild open country of Dartmoor hold many secrets for Holmes and Watson to unravel. The detective is contemptuous of supernatural manifestations, but the reader will remain perpetually haunted by the hound from the moor. The editor of this volume, W.W. Robson, was Emeritus David Masson Professor of English Literature at the University of Edinburgh and author of Modern English Literature. The general editor of the Oxford Sherlock Holmes, Owen Dudley Edwards, is Reader in History at the University of Edinburgh and author or The Quest for Sherlock Holmes: A Biographical Study of Sir Arthur Conan Doyle. ABOUT THE SERIES: For over 100 years Oxford World's Classics has made available the widest range of literature from around the globe. Each affordable volume reflects Oxford's commitment to scholarship, providing the most accurate text plus a wealth of other valuable features, including expert introductions by leading authorities, helpful notes to clarify the text, up-to-date bibliographies for further study, and much more.
This book constitutes the refereed proceedings of the 12th Annual International Conference on Research in Computational Molecular Biology, RECOMB 2008. It presents current issues in algorithmic, theoretical, and experimental bioinformatics.
This book constitutes the proceedings of the 26th Annual Conference on Research in Computational Molecular Biology, RECOMB 2022, held in San Diego, CA, USA in May 2022. The 17 regular and 23 short papers presented were carefully reviewed and selected from 188 submissions. The papers report on original research in all areas of computational molecular biology and bioinformatics.
A timely update of a highly popular handbook on statistical genomics This new, two-volume edition of a classic text provides a thorough introduction to statistical genomics, a vital resource for advanced graduate students, early-career researchers and new entrants to the field. It introduces new and updated information on developments that have occurred since the 3rd edition. Widely regarded as the reference work in the field, it features new chapters focusing on statistical aspects of data generated by new sequencing technologies, including sequence-based functional assays. It expands on previous coverage of the many processes between genotype and phenotype, including gene expression and ep...