Computer Age Statistical Inference

Released on by Bradley Efron
preview-18

  • Computer Age Statistical Inference Book Detail

  • Author : Bradley Efron
  • Release Date : 2016-07-21
  • Publisher : Cambridge University Press
  • Genre : Mathematics
  • Pages : 496
  • ISBN 13 : 1108107958
  • File Size : 27,27 MB
DOWNLOAD BOOK

Computer Age Statistical Inference by Bradley Efron PDF Summary

Book Description: 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.

Disclaimer: www.yourbookbest.com does not own Computer Age Statistical Inference books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Computer Age Statistical Inference

Computer Age Statistical Inference

File Size : 30,30 MB
Total View : 1543 Views
DOWNLOAD

The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine

Large-Scale Inference

Large-Scale Inference

File Size : 47,47 MB
Total View : 3472 Views
DOWNLOAD

We live in a new age for statistical inference, where modern scientific technology such as microarrays and fMRI machines routinely produce thousands and sometim

Statistical Inference as Severe Testing

Statistical Inference as Severe Testing

File Size : 95,95 MB
Total View : 861 Views
DOWNLOAD

Mounting failures of replication in social and biological sciences give a new urgency to critically appraising proposed reforms. This book pulls back the cover