Proceedings of the International Conference on Computing, Mathematics and Statistics (Icms 2015): Bridging Research Endeavors, Ahmad Abd-Razak, Kor Liew Kee, Ahmad Illiasaak
Автор: Bradley Efron and Trevor Hastie Название: Computer Age Statistical Inference ISBN: 1107149894 ISBN-13(EAN): 9781107149892 Издательство: Cambridge Academ Рейтинг: Цена: 9029.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating journey through the revolution in data analysis following the introduction of electronic computation in the 1950s. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. The book ends with speculation on the future direction of statistics and data science.
Название: Interviewers` deviations in surveys ISBN: 3631637152 ISBN-13(EAN): 9783631637159 Издательство: Peter Lang Рейтинг: Цена: 10682.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Survey data are used in many disciplines from Social Sciences to Economics. But might interviewers` behaviour affect the quality of such data? This book presents the results of new research on interviewers` motivation and behaviour. A number of contributions address deviant behaviour and methods for assessing the impact of such behaviour on data.
Автор: Bouveyron, Charles Celeux, Gilles Murphy, T. Brendan (university College Dublin) Raftery, Adrian E. (university Of Washington) Название: Cambridge series in statistical and probabilistic mathematics ISBN: 110849420X ISBN-13(EAN): 9781108494205 Издательство: Cambridge Academ Рейтинг: Цена: 11563.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This accessible but rigorous introduction is written for advanced undergraduates and beginning graduate students in data science, as well as researchers and practitioners. It shows how a statistical framework yields sound estimation, testing and prediction methods, using extensive data examples and providing R code for many methods.
Автор: Jamie D. Riggs Название: Handbook for Applied Modeling: Non-Gaussian and Correlated Data ISBN: 1316601056 ISBN-13(EAN): 9781316601051 Издательство: Cambridge Academ Рейтинг: Цена: 6019.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Designed for the applied practitioner, this book is a compact, entry-level guide to modeling and analyzing data that fail idealized assumptions. It explains and demonstrates core techniques, common pitfalls and data issues, and interpretation of model results, all with a focus on application, utility, and real-life data.
Описание: The Davis Conference on Organizational Research, held for the last 15 years, is the world’s leading conference for qualitative researchers in organizational studies. Scholars receiving the “Best presentation awards” at the Davis Conference for the past 6 years have contributed chapters to this volume. These papers explore social relationships in organizations and work, and cover a diverse set of topics ranging from boundary spanning in collaboration and teamwork to embodied competence at work and beliefs about availability among professionals. Yet all the papers are similar in that they benefited from the community of over 150 scholars developed through the Davis Conference, and represent qualitative research at its very best.
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