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Verlag: Springer New York Dez 2010, 2010
ISBN 10: 1441923225ISBN 13: 9781441923226
Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
Buch
Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Taken literally, the title 'All of Statistics' is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines.The book includes modern topics like non-parametric curve estimation, bootstrapping, and classification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analysing data.
Verlag: Springer New York Dez 2010, 2010
ISBN 10: 1441931201ISBN 13: 9781441931207
Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
Buch
Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - When we wrote the first edition of this book, we directed our presenta tion to the reader with a compelling interest in musical instruments who has 'a reasonable grasp of physics and who is not frightened by a little mathematics.' We are delighted to find how many such people there are. The opportunity afforded by the preparation of this second edition has allowed us to bring our discussion up to date by including those new insights that have arisen from the work of many dedicated researchers over the past decade. We have also taken the opportunity to revise our presentation of some aspects of the subject to make it more general and, we hope, more immediately accessible. We have, of course, corrected any errors that have come to our attention, and we express our thanks to those friends who pointed out such defects in the early printings of the first edition. We hope that this book will continue to serve as a guide, both to those undertaking research in the field and to those who simply have a deep interest in the subject. June 1991 N.H.F and T.D.R.