Name: Computer age Statistical Inference, Student Edition: Algorithms, Evidence, and Data Science: 6 (Institute of Mathematical Statistics Monographs, Series Number 6)
SKU: 53471194
Price: 66.27 EUR
Availability: InStock
Author: Efron, Bradley ; Hastie, Trevor
ISBN: 9781108823418

portada Computer age Statistical Inference, Student Edition: Algorithms, Evidence, and Data Science: 6 (Institute of Mathematical Statistics Monographs, Series Number 6)

Computer age Statistical Inference, Student Edition: Algorithms, Evidence, and Data Science: 6 (Institute of Mathematical Statistics Monographs, Series Number 6)

Type

Physical Book

Author

Bradley Efron

Trevor Hastie

Publisher

Cambridge University Press

Year

2021

Language

English

Pages

506

Format

Paperback

Dimensions

22.6x19.6x2 cm

Weight

0.82 kg.

ISBN13

9781108823418

Synopsis "Computer age Statistical Inference, Student Edition: Algorithms, Evidence, and Data Science: 6 (Institute of Mathematical Statistics Monographs, Series Number 6) "

The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and influence. '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? How does it all fit together? Now in paperback and fortified with exercises, this book delivers a concentrated course in modern statistical thinking. 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. Each chapter ends with class-tested exercises, and the book concludes with speculation on the future direction of statistics and data science.

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Computer age Statistical Inference, Student Edition: Algorithms, Evidence, and Data Science: 6 (Institute of Mathematical Statistics Monographs, Series Number 6) - Efron, Bradley ; Hastie, Trevor

Synopsis "Computer age Statistical Inference, Student Edition: Algorithms, Evidence, and Data Science: 6 (Institute of Mathematical Statistics Monographs, Series Number 6) "

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