《用 R 学习统计学》封面

用 R 学习统计学

Discovering statistics using R

Andy P. Field · 初版 2012 年

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“紧随屡获殊荣且畅销的Discovering Statistics Using SPSS第三版之后,Andy Field与Jeremy Miles(Discovering Statistics Using SAS的合著者)携手编写了Discovering Statistics Using R。本书延续了让全球学生深深爱上Andy Field著作的独特幽默与自嘲风格,Discovering Statistics Using R带领学生利用免费、灵活且动态更新的数据分析软件工具R展开统计探索之旅,该软件在各领域的普及度正日益提升

Hacker News 上怎么说

  • Andy Field 写的《Discovering Statistics Using R》是一本绝妙又有趣的书。

    Discovering Statistics Using R by Andy Field is a fantastic and entertaining book.

  • Andy Field 写的《Discovering Statistics Using R》。非常棒的书,可读性极强,有时还搞笑得不行。

    Discovering Statistics Using R by Andy Field. Fantastic book and very readable and at times hillarious.

  • 我当年挺喜欢《Discovering Statistics using R》的。它在把线性模型这个知识点讲透彻上没那么一针见血,而且作者的幽默感可能有些人会觉得接受不能。但总的来说,它在解释逻辑方面做得相当不错,并且……

    I was rather fond of Discovering Statistics using R. It doesn't drive this point about linear models home quite so lucidly, and the author's sense of humor can be off-putting to some. But it generally does a pretty decent job of explaining the logic and…

  • ……这本我才刚开始看,主要是讲你跑高级代码时计算机底层到底在干嘛的基础知识,方便你调整自己的 coding 风格。目前来看非常有用。统计方面:- Field/Miles/Field 写的《Discovering Statistics Using R》。一本非常个性鲜明、极为搞笑(里面的冷笑话可能会惹烦某些人)、篇幅宏大的统计学漫游指南,教你怎么用这些方法并在 R 里解读输出结果。

    …I've only started to read this one, it's very much about the basics of what a computer does when you're running high level code, so you can adjust your coding style. So far it's very useful. Stats: - Discovering Statistics Using R, Field/Miles/Field. A very opinionated, highly amusing (the constant humor may annoy some), huge waltz through statistics and how to use the methods and interpret their output in R.

  • ……所有这些方法的假设前提和容易踩的坑。《统计学自毁指南:遗憾但完整的指南》(Statistics Done Wrong: The Woefully Complete Guide)——全都是应用统计里常犯的错误,篇幅不长但很发人深省;《Discovering Statistics Using R》——一本大部头巨著(大概 1000 页?),面面俱到而且很搞笑(不过那种密集的幽默感可能不适合所有人)。图表、相关性、回归、各种 MLM 和 GLM、线性……

    …the assumptions and pitfalls of all of those methods. Statistics Done Wrong: The Woefully Complete Guide - this is all the stuff that's going wrong in applied statistics, a bit short but enlightening Discovering Statistics Using R - a whopper of a book (~1000 pages?), it goes through everything while also being funny (the constant humor may not be for everyone). Graphs, correlations, regressions, all the MLMs and GLMs, linear…

  • 想要学习统计学基础,我的首选资源是 Andy Field 的《Discovering Statistics using [R/SPSS]》。Daniel Lakens 的《Improving Your Statistical Inferences》需要一点基础,但涵盖了很多很有意思的主题,包括序贯检验和等价性检验(有时候你……

    For learning about the basics of statistics, my go-to resource is "Discovering Statistics using [R/SPSS]" (Andy Field). "Improving Your Statistical Inferences" (Daniel Lakens) needs some basics, but covers a lot of intesting topics, including sequencial testing and equivalence tests (sometimes you…

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