Handbook of Regression Analysis with Applications in R, Second Edition(Wiley Series in Probability and Statistics)

回归建模与数据分析

统计学史

售   价:
1172.00
发货周期:预计3-5周发货
作      者
出  版 社
出版时间
2020年07月31日
装      帧
精装
ISBN
9781119392378
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页      码
384
开      本
15.24 x 22.86 cm.
语      种
英文
版      次
2nd ed.
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图书简介
Building on the Handbook of Regression Analysis and Regression Analysis by Example, the authors thorough treatments of classic regression analysis, this book covers two important and more advanced topics of time-to-event survival data and longitudinal and clustered data. Further, methods that have become prominent in the last 15-30 years that are designed for analyses on often-large data sets and can take advantage of exibility in modeling were not covered, including smoothing, tree- based, and regularization methods, all of which are increasingly becoming part of the data analysis toolkit. Examples are drawn from a wide variety of application areas using real data sets and all of the R code is provided. The book will be of interest to data scientists as well as in regression analysis courses at the graduate and undergraduate level.
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