Computer Age Statistical Inference : Algorithms, Evidence, and Data Science (Hardocver)
Bradley Efron, Trevor Hastie
- 出版商: Cambridge
- 出版日期: 2016-08-29
- 售價: $1,880
- 貴賓價: 9.8 折 $1,842
- 語言: 英文
- 頁數: 495
- 裝訂: Hardcover
- ISBN: 1107149894
- ISBN-13: 9781107149892
-
相關分類:
Algorithms-data-structures 資料結構與演算法 、機率統計學 Probability-and-statistics、資料科學
-
相關翻譯:
電腦時代的統計推斷:算法、演化和數據科學 (Computer Age Statistical Inference : Algorithms, Evidence, and Data Science) (簡中版)
立即出貨 (庫存 < 3)
買這商品的人也買了...
-
$799Digital Image Processing, 3/e (IE-Paperback)
-
$2,650$2,597 -
$1,650$1,617 -
$950$903 -
$550$523 -
$650$585 -
$1,575$1,496 -
$1,200$1,140 -
$780$616 -
$490$441 -
$390$351 -
$420$357 -
$580$452 -
$500$425 -
$3,900$3,705 -
$580$458 -
$590$460 -
$390$371 -
$580$458 -
$480$379 -
$580$493 -
$1,730$1,644 -
$520$411 -
$714$678 -
$3,150$2,993
商品描述
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.