The Book of Why 在線電子書 圖書標籤: 統計 邏輯 方法論 計算機 因果 哲學 科普 AI
發表於2025-03-25
The Book of Why 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025
學統計教統計十幾年,好多核心的概念第一次看人講得這麼清楚,豁然開朗豁然開朗!
評分知其所以然。
評分三星半。書名應該是The book of why data isn't everything. 因果關係定義或者說哲學基礎的缺乏使得所有討論顯得隻是在反駁數據的推崇者:沒有模型的統計不可能推導齣因果關係。一些技術的部分受限於科普的題材又講得不夠清楚,不如直接讀causality。
評分Heckman, Rubin, Pearl的愛恨情仇啊。From Gelman, Pearl’s obnoxiousness obstructs the disemmination of his ideas. And works by economists are swept under the rug. 畫圖容易,但用Rubin亦可。同樣的問題仍是我們有哪些x該放進來?然後如何從ate到更有意義的參數是根本的識彆問題也是modelling problem,這個用圖難以。另外經濟學傢最大的一個貢獻(語齣Hausman)就是sem;Pearl似乎不能領會我們為何要用sem。端看pearl能不能用dag來寫一個市場均衡模型. Imbens最近寫瞭一篇review說經濟學傢們不用學圖論 用處不多
評分這本書很不錯哦 提供瞭另外一個思考 causal 的角度也還蠻科普的
Judea Pearl is a professor of computer science at UCLA and winner of the 2011 Turing Award and the author of three classic technical books on causality. He lives in Los Angeles, California.
Dana Mackenzie is an award-winning science writer and the author of The Big Splat, or How Our Moon Came to Be. He lives in Santa Cruz, California.
A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence
“Correlation is not causation.” This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality–the study of cause and effect–on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl’s work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
1.作者朱迪亚·珀尔,是加州大学落砂机分校的计算机科学教授,计算机最高奖项图灵奖的获得者,被称为贝叶斯网络之父。作为科学家写的科学著作,这本书需要一定的先验知识才能阅读下去,起码读者应该对概率论有基本的了解。不过,虽然有一定的阅读难度,但能把人类关于因果关系...
評分 評分一 五月,腾讯稳坐公司新闻头条,与今日头条互诉,腾讯视频打造的女团选拔节目《创造101》中的选手王菊逆袭翻盘,现象级的王菊效应在网上发酵。在五月,让我最感兴趣的一条公司新闻也与腾讯有关。5月30日,腾讯官方公众号发布了一篇文章,标题是《她叫Siren,不是人,也可以是...
評分一 五月,腾讯稳坐公司新闻头条,与今日头条互诉,腾讯视频打造的女团选拔节目《创造101》中的选手王菊逆袭翻盘,现象级的王菊效应在网上发酵。在五月,让我最感兴趣的一条公司新闻也与腾讯有关。5月30日,腾讯官方公众号发布了一篇文章,标题是《她叫Siren,不是人,也可以是...
The Book of Why 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025