信号与噪声 | The Signal and the Noise by Nate Silver

    信号与噪声 | The Signal and the Noise by Nate Silver

    Nate Silver built an innovative system for predicting baseball performance, predicted the 2008 election within a hair’s breadth, and became a national sensation as a blogger—all by the time he was thirty. The New York Times now publishes FiveThirtyEight.com, where Silver is one of the nation’s most influential political forecasters.

    Drawing on his own groundbreaking work, Silver examines the world of prediction, investigating how we can distinguish a true signal from a universe of noisy data. Most predictions fail, often at great cost to society, because most of us have a poor understanding of probability and uncertainty. Both experts and laypeople mistake more confident predictions for more accurate ones. But overconfidence is often the reason for failure. If our appreciation of uncertainty improves, our predictions can get better too. This is the “prediction paradox”: The more humility we have about our ability to make predictions, the more successful we can be in planning for the future.文章源自:力哥爱英语(ienglish521.com)力哥爱英语-https://ienglish521.com/344.html

    在信息爆炸的大数据时代,随着我们的生活节奏变得越来越快,我们所要做出的预测的速度和数量都在不断增加。一个不容忽视的事实是,现实世界中的很多预测都失败了,由此付出了巨大的社会代价。“9.11”恐怖袭击事件、2008年金融危机、卡特里娜飓风、2011年日本大地震、禽流感肆虐,这些“黑天鹅”事件的发生在很大程度上应归咎于糟糕的预测,也就是说预测者们被众多信息中的噪声干扰,而忽视了其中真正的信号。文章源自:力哥爱英语(ienglish521.com)力哥爱英语-https://ienglish521.com/344.html

    作者最为美国最具影响力的预测专家之一,检视了从飓风到地震、从经济到股市、从NBA到政治选举在内的众多领域的预测事例,旨在回答一个问题:如何才能从繁杂的海量数据中筛选出真正的信号,从而做出接近真相的预测。文章源自:力哥爱英语(ienglish521.com)力哥爱英语-https://ienglish521.com/344.html

    真正优秀的预测者会用概率的方法思考问题,他们谦虚而且勤恳,他们能清楚地区分什么是不可预测的、什么是可预测的,他们注重能带领他们接近真相的成千上百个小细节,他们能辨识出什么是噪声、什么是信号。文章源自:力哥爱英语(ienglish521.com)力哥爱英语-https://ienglish521.com/344.html

    从全球经济的健康到战胜恐怖主义,都依靠预测的质量。这本书可以给你想要的答案。文章源自:力哥爱英语(ienglish521.com)力哥爱英语-https://ienglish521.com/344.html

    信号与噪声 | The Signal and the Noise by Nate Silver

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