用回归与多层/层次模型做数据分析

Hacker News 上怎么说

• fractionalhare · 2020 年

  ……回归，我猜公司肯定会严防死守把它当宝贝。如果你真心想建立并检验自己的知识体系，我建议你去读《The Elements of Statistical Learning》和《Data Analysis Using Regression and Multilevel/Hierarchical Models》。顺便再读一本适合高年级本科生的概率论好教材，比如《A First Course in Probability》。

  …regression, I would expect companies to jealously guard it. If you're earnestly interested in building and testing your knowledge, I would recommend you read The Elements of Statistical Learning and Data Analysis Using Regression and Multilevel/Hierarchical Models. Also a good upper undergrad textbook in probability, like A First Course in Probability.

• mayd · 2023 年

  ……进阶水平的是这本：Andrew Gelman和Jennifer Hill写的《Regression and Other Stories》<http://www.stat.columbia.edu/~gelman/arm/>。另一本更深入的好书是这本：同样由Andrew Gelman和Jennifer Hill合著的《Data Analysis Using Regression and Multilevel/Hierarchical Models》<http://www.stat.columbia.edu/~gelman/arm/>。这些书的打磨水平都非常高。它们的过人之处在于侧重教授统计……

  …advanced level is this one: "Regression and Other Stories" by Andrew Gelman and Jennifer Hill <http://www.stat.columbia.edu/~gelman/arm/>. Another good book at an even more advanced level is this one: "Data Analysis Using Regression and Multilevel/Hierarchical Models" by Andrew Gelman and Jennifer Hill <http://www.stat.columbia.edu/~gelman/arm/>. These books are all very polished productions. What make makes them special is that they emphasis teaching the statistical…

• redtexture · 2016 年

  「Regression Analysis by Gilman」的完整书名是什么？我在网上找不到这样的书名和作者组合。也许是：Andrew Gelman 和 Jennifer Hill 的《Data Analysis Using Regression and Multilevel/Hierarchical Models》？

  Fuller title on "Regression Analysis by Gilman"? I cannot find such a title author combination online. Perhaps?: "Data Analysis Using Regression and Multilevel/Hierarchical Models" by Andrew Gelman & Jennifer Hill

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