工程与科学中的概率统计

Hacker News 上怎么说

• stevegalla · 2021 年

  ……Statistics》是一本高年级本科生或研究生用的书。有没有数学内容更硬核的统计书？有，但对于想学统计的人来说，这也绝不是一本能随便翻翻的读物。我喜欢 Devore 写的《Probability and Statistics for Engineering and the Sciences》作为入门书。它涵盖了概率分布的基础知识、最大似然和矩估计、方差分析（ANOVA）以及线性回归。前置知识大概需要多元……

  …Statistics" is a book used by senior undergrads or grad students. Are there more mathematical heavy stats books, yes, but this isn't a casual read for someone who is trying to learn statistics either. I like "Probability and Statistics for Engineering and the Sciences" by Devore as an intro book. It covers the basics of probability distributions, maximum likelihood and method of moments estimation, ANOVA, and linear regression. Pre-requisite knowledge is probably multivariable…

• fotbr · 2016 年

  ……我复现的那些步骤，或者这套流程背后的原因），但你该如何针对这种不确定性进行修正呢？HN 上有没有什么推荐的基础统计学好书？我们以前用的是 Devore 的《Probability and Statistics for Engineering and the Sciences》，但我总觉得没开窍。我很想找一本关于这个主题的好教材。

  …the steps I was reproducing, or the why behind the process), but how do you correct for that type of uncertainty? Is there a good, basic statistics reference that HN would recommend? We used Devore's "Probability and Statistics for Engineering and the Sciences", and it didn't "click" with me. I'd love to find a good textbook on the subject.

• trealira · 2023 年

  ……默认采用贝叶斯（Bayesian-by-default）。我之前都没意识到这并不是通用的。我看它是因为我教授似乎也是照着同一本教材讲的，所以大体课程结构是一样的。我们用的教材是《Probability and Statistics for Engineering and the Sciences》第 9 版。你只要 Google 搜一下书名就能找到第 8 版的 PDF。光是在看视频课时做做笔记可能就能跟上，但如果你想给自己留点作业……

  …Bayesian-by-default. I didn't realize this isn't universal. I watched it because my professor seemed to be teaching from the same textbook, so it followed the same general course structure. The textbook we used was "Probability and Statistics for Engineering and the Sciences — 9th edition". You can find a PDF of the eighth edition just by googling the name. You could probably follow along just by taking notes during the video lectures, but if you want to give yourself homework,…

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