Bayesian Statistics from Methods to Models and Applications, Sylvia Fr?hwirth-Schnatter; Angela Bitto; Gregor K
Автор: James E. Gentle Название: Numerical Linear Algebra for Applications in Statistics ISBN: 1461268427 ISBN-13(EAN): 9781461268420 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Accurate and efficient computer algorithms for factoring matrices, solving linear systems of equations, and extracting eigenvalues and eigenvectors. Numerous exercises allow the text to be used for a first course in statistical computing or as supplementary text for various courses that emphasise computations.
Описание: Engaging and accessible, this book teaches readers how to use inferential statistical thinking to check their assumptions, assess evidence about their beliefs, and avoid overinterpreting results that may look more promising than they really are. It provides step-by-step guidance for using both classical (frequentist) and Bayesian approaches to inference. Statistical techniques covered side by side from both frequentist and Bayesian approaches include hypothesis testing, replication, analysis of variance, calculation of effect sizes, regression, time series analysis, and more. Students also get a complete introduction to the open-source R programming language and its key packages. Throughout the text, simple commands in R demonstrate essential data analysis skills using real-data examples. The companion website provides annotated R code for the book's examples, in-class exercises, supplemental reading lists, and links to online videos, interactive materials, and other resources.
Pedagogical Features *Playful, conversational style and gradual approach; suitable for students without strong math backgrounds. *End-of-chapter exercises based on real data supplied in the free R package. *Technical explanation and equation/output boxes. *Appendices on how to install R and work with the sample datasets.
Автор: Damien, Paul; Dellaportas, Petros; Polson, Nichola Название: Bayesian Theory and Applications ISBN: 0198739079 ISBN-13(EAN): 9780198739074 Издательство: Oxford Academ Рейтинг: Цена: 11088.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: No phenomenon in any aspect of human enterprise is known with certainty. Probability and Statistics help us quantify uncertainty and lead to better decisions that, hopefully, enhance life. The impact of the ideas in this book has already revolutionised our ability to take informed decisions, and continues to do so at an astonishing rate.
Автор: Mia Hubert; Greet Pison; Anja Struyf; Stefan Van A Название: Theory and Applications of Recent Robust Methods ISBN: 3034896360 ISBN-13(EAN): 9783034896368 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Intended for both researchers and practitioners, this book will be a valuable resource for studying and applying recent robust statistical methods. It contains up-to-date research results in the theory of robust statistics
Treats computational aspects and algorithms and shows interesting and new applications.
Автор: Adriano Polpo; Francisco Louzada; Laura L. R. Rifo Название: Interdisciplinary Bayesian Statistics ISBN: 3319352687 ISBN-13(EAN): 9783319352688 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Through refereed papers, this volume focuses on the foundations of the Bayesian paradigm; EBEB, the Brazilian Meeting on Bayesian Statistics, is held every two years by the ISBrA, the International Society for Bayesian Analysis, one of the most active chapters of the ISBA.
Автор: Raffaele Argiento; Ettore Lanzarone; Isadora Anton Название: Bayesian Statistics in Action ISBN: 3319540831 ISBN-13(EAN): 9783319540832 Издательство: Springer Рейтинг: Цена: 22359.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book is a selection of peer-reviewed contributions presented at the third Bayesian Young Statisticians Meeting, BAYSM 2016, Florence, Italy, June 19-21. students, and postdocs dealing with Bayesian statistics to connect with the Bayesian community at large, to exchange ideas, and to network with others working in the same field.
Автор: Ratan Dasgupta Название: Growth Curve Models and Applications ISBN: 3319638858 ISBN-13(EAN): 9783319638850 Издательство: Springer Рейтинг: Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Growth curve models in longitudinal studies are widely used to model population size, body height, biomass, fungal growth, and other variables in the biological sciences, but these statistical methods for modeling growth curves and analyzing longitudinal data also extend to general statistics, economics, public health, demographics, epidemiology, SQC, sociology, nano-biotechnology, fluid mechanics, and other applied areas. There is no one-size-fits-all approach to growth measurement. The selected papers in this volume build on presentations from the GCM workshop held at the Indian Statistical Institute, Giridih, on March 28-29, 2016. They represent recent trends in GCM research on different subject areas, both theoretical and applied. This book includes tools and possibilities for further work through new techniques and modification of existing ones. The volume includes original studies, theoretical findings and case studies from a wide range of applied work, and these contributions have been externally refereed to the high quality standards of leading journals in the field.
Автор: Peter Schlattmann Название: Medical Applications of Finite Mixture Models ISBN: 3642088163 ISBN-13(EAN): 9783642088162 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book shows how to model heterogeneity in medical research with covariate adjusted finite mixture models. The areas of application include epidemiology, gene expression data, disease mapping, meta-analysis, neurophysiology and pharmacology.
Автор: Adriano Polpo; Francisco Louzada; Laura L. R. Rifo Название: Interdisciplinary Bayesian Statistics ISBN: 3319124536 ISBN-13(EAN): 9783319124537 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Through refereed papers, this volume focuses on the foundations of the Bayesian paradigm; EBEB, the Brazilian Meeting on Bayesian Statistics, is held every two years by the ISBrA, the International Society for Bayesian Analysis, one of the most active chapters of the ISBA.
Автор: Ettore Lanzarone; Francesca Ieva Название: The Contribution of Young Researchers to Bayesian Statistics ISBN: 3319343076 ISBN-13(EAN): 9783319343075 Издательство: Springer Рейтинг: Цена: 15372.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The first Bayesian Young Statisticians Meeting, BAYSM 2013, has provided a unique opportunity for young researchers, M.S.
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