International Trade Statistics Yearbook 2014, Volume II, United Nations Department of Economic and Social Affairs (DESA)

Автор: Bradley Efron and Trevor Hastie
Название: Computer Age Statistical Inference
ISBN: 1107149894 ISBN-13(EAN): 9781107149892
Издательство: Cambridge Academ
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Цена: 9029.00 р.
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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.

Автор: United Nations Department of Economic and Social Affairs
Название: International Trade Statistics Yearbook 2014: Volume 1 Trade by Country
ISBN: 9211615984 ISBN-13(EAN): 9789211615982
Издательство: Mare Nostrum (Eurospan)
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Цена: 18711.00 р.
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Описание: Presents detailed data of 175 countries (or areas) with data on imports and exports by commodity and trading partner provided for approximateky 90 countries (or areas), representing more than 70% of world trade in 2014.