All of Statistics A Concise Course in Statistical Inference

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  • Engels
  • Paperback
  • 9781441923226
  • 01 december 2010
  • 442 pagina's
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Samenvatting

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. Statistics, data mining, and machine learning are all concerned with collecting and analysing data.

This book is for people who want to learn probability and statistics quickly. It brings together many of the main ideas in modern statistics in one place. The book is suitable for students and researchers in statistics, computer science, data mining and machine learning.

This book covers a much wider range of topics than a typical introductory text on mathematical statistics. It includes modern topics like nonparametric curve estimation, bootstrapping and classification, topics that are usually relegated to follow-up courses. The reader is assumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. The text can be used at the advanced undergraduate and graduate level.

Larry Wasserman is Professor of Statistics at Carnegie Mellon University. He is also a member of the Center for Automated Learning and Discovery in the School of Computer Science. His research areas include nonparametric inference,asymptotic theory, causality, and applications to astrophysics, bioinformatics, and genetics. He is the 1999 winner of the Committee of Presidents of Statistical Societies Presidents' Award and the 2002 winner of the Centre de recherches mathematiques de Montreal–Statistical Society of Canada Prize in Statistics. He is Associate Editor of The Journal of the American Statistical Association and The Annals of Statistics. He is a fellow of the American Statistical Association and of the Institute of Mathematical Statistics.

Productspecificaties

Inhoud

Taal
en
Bindwijze
Paperback
Oorspronkelijke releasedatum
01 december 2010
Aantal pagina's
442
Illustraties
Nee

Betrokkenen

Hoofdauteur
Larry Wasserman

Overige kenmerken

Editie
1st ed. Softcover of orig. ed. 2004
Extra groot lettertype
Nee
Product breedte
156 mm
Product hoogte
28 mm
Product lengte
238 mm
Studieboek
Ja
Verpakking breedte
153 mm
Verpakking hoogte
27 mm
Verpakking lengte
233 mm
Verpakkingsgewicht
801 g

EAN

EAN
9781441923226

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