Institute of Mathematical Statistics Monographs: Computer age Statistical Inference: Algorithms, Evidence, and Data Science Series Number 5 [Audiobook] download free by Bradley Efron

Institute of Mathematical Statistics Monographs: Computer age Statistical Inference: Algorithms, Evidence, and Data Science Series Number 5 Audiobook download free by Bradley Efron
  • Listen audiobook: Institute of Mathematical Statistics Monographs: Computer age Statistical Inference: Algorithms, Evidence, and Data Science Series Number 5
  • Author: Bradley Efron
  • Release date: 2016/4/17
  • Publisher: CAMBRIDGE UNIVERSITY PRESS
  • Language: English
  • Genre or Collection: Business, Finance and Law
  • ISBN: 9781107149892
  • Rating: 9.44 of 10
  • Votes: 694
  • Review by: Jairo Huey
  • Review rating: 7.59 of 10
  • Review Date: 2018/10/15
  • Duration: 6H12M11S in 256 kbps (99 MB)
  • Date of creation of the audiobook: 2018-08-28
  • You can listen to this audiobook in formats: MPEG4, WAV, MPEG-4 DST, MP3, WMA, FLAC (compression ARC, LZMA, RAR, CBC, ZIP)
  • Total pages original book: 495
  • Includes a PDF summary of 49 pages
  • Duration of the summary (audio): 34M30S (9.8 MB)
  • Description or summary of the audiobook: 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.
  • Other categories, genre or collection: Machine Learning, Epidemiology & Medical Statistics, Social Research & Statistics, Pattern Recognition, Psychological Testing & Measurement, Probability & Statistics, Artificial Intelligence, Economic Statistics
  • Download servers: IDrive, FileServe, Torrent, Ivoox, Microsoft OneDrive, Dropbox. Compressed in ARC, LZMA, RAR, CBC, ZIP
  • Format: Hardback
  • Approximate value: 69.82 USD
  • Dimensions: 158x236x27mm
  • Weight: 930g
  • Printed by: Not Available
  • Published in: Cambridge, United Kingdom

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