教统计
Teaching statistics
Andrew Gelman · 初版 2005 年
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“本书第一部分为统计学入门课程提供了丰富的课堂活动精选，并包含诸如‘开学第一周’等章节——通过练习来打破僵局并引导学生开口交流；随后是描述统计、线性回归、数据收集（抽样与实验）、概率、推断以及统计交流。第二部分针对有效与无效的教学策略、如何设置有效的演示和示例，以及如何鼓励学生参与课堂并在小组项目中高效协作提供了建议。书中还提供了一份课程计划示例。第三部分展示
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……我了解到了纯粹贝叶斯推理的一些潜在陷阱[1]（以及如何应对它们）。当别人问我从哪开始学统计学时，我推荐的两本书都是格尔曼（Gelman）写的：《统计教学：技巧锦囊》（Teaching Statistics: A Bag of Tricks）和《使用回归及多层/层次模型的数据分析》（Data Analysis Using Regression and Multilevel/Hierarchical Models）。这两本书的书名都极其劝退，但实际上通俗好懂到不可思议。格尔曼在很多方面都极具……
…I learned some of the potential pitfalls of pure Bayesian reasoning[1] (and how to address them). When people ask me where to get started with statistics, both of the books I recommend are Gelman's: Teaching Statistics: A Bag of Tricks and Data Analysis Using Regression and Multilevel/Hierarchical Models. Both have tremendously off-putting titles, but they're actually incredibly accessible. Gelman is great at many…
……目前手里有费勒（Feller）的书（是因为读了 www.ams.org/notices/200510/comm-fowler.pdf），但对于自学统计学最适合读哪些书，我还没有很好的“鉴赏直觉”。还有一本叫《统计教学：技巧锦囊》（Teaching Statistics: A Bag of Tricks）的书，我也在考虑要不要加进候选里。可能我对挑书这事有点想太多了，直接随便一本扎进去学就行，但我还是尽量不想拿到……
…currently have Feller (based on reading www.ams.org/notices/200510/comm-fowler.pdf) but don't have a good "taste" for what would be the best books for a self-study approach to statistics. There is also the "Teaching Statistics: A Bag of Tricks" book and I was considering dropping it into the mix. I am probably over-thinking the book choice and would be fine to just dive in to anything, but if I would prefer to not pick up…