This book has been examined carefully and the cover shows some wear. There may be light highlighting or writing with small bends or creases. hardcoverUsed - Good2016.

N� de ref. del art�culo MO-04-01-00092

Contactar al vendedor

Denunciar este art�culo

Detalles bibliogr�ficos

T�tulo: Computer Age Statistical Inference: Algorithms, Evidence, and Data Science (Institute of Mathematical Statistics Monographs, Series Number 5)
Editor: Cambridge University Press
Fecha de publicaci�n: 2016
Idioma: Ingl�s
ISBN 10: 1107149894
ISBN 13: 9781107149892
Encuadernaci�n: Encuadernaci�n de tapa dura
Estado: Good

Acerca de

Sinopsis

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.

Acerca de los autores

Bradley Efron is Max H. Stein Professor, Professor of Statistics, and Professor of Biomedical Data Science at Stanford University, California. He has held visiting faculty appointments at Harvard University, Massachusetts, the University of California, Berkeley, and Imperial College of Science, Technology and Medicine, London. Efron has worked extensively on theories of statistical inference, and is the inventor of the bootstrap sampling technique. He received the National Medal of Science in 2005 and the Guy Medal in Gold of the Royal Statistical Society in 2014.

Trevor Hastie is John A. Overdeck Professor, Professor of Statistics, and Professor of Biomedical Data Science at Stanford University, California. He is coauthor of Elements of Statistical Learning, a key text in the field of modern data analysis. He is also known for his work on generalized additive models and principal curves, and for his contributions to the R computing environment. Hastie was awarded the Emmanuel and Carol Parzen prize for Statistical Innovation in 2014.

"Sobre este t�tulo" puede pertenecer a otra edici�n de este libro.

Descripci�n de la librer�a

Sharing is the best surprise When we share our excess with others we�re often surprised by what we feel, what changes in us, and who we get to know in the process. Sharehouse Goods exists to create that experience for as many people as possible. Sharehouse Goods receives excess stuff from individuals or organizations (our sharers), and then we liquidate that stuff, creating jobs for people in Milwaukee. The process is simple: we receive what people are willing to share, and then we sell it online or at our storefront, creating revenue for the sharers (to keep or to donate), and jobs for people who are struggling to find employment. There�s a lot of sharing going on, and even more surprises, at Sharehouse Goods.

Ver la p�gina web de la librer�a

Informaci�n empresarial del vendedor

Sharehousegoods
WI, U.S.A.

Condiciones de venta y env�o

Condiciones de venta

We guarantee the condition of every book as it's described
on the Abebooks web sites. If you're dissatisfied with your
purchase (Incorrect Book/Not as Described/Damaged) or if the
order hasn't arrived, you're eligible for a refund within 30
days of the estimated delivery date. If you've changed your
mind about a book that you've ordered, please use the Ask
bookseller a question link to contact us and we'll respond
within 2 business days.

Condiciones de env�o

Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.