Nate Silver is a statistician, writer, and founder of The New York Times political blog FiveThirtyEight.com. Silver also developed PECOTA, a system for forecasting baseball performance that was bought by Baseball Prospectus. He was named one of the world’s 100 Most Influential People by Time magazine. He lives in Brooklyn, New York.
发表于2025-04-10
The Signal and the Noise 2025 pdf epub mobi 电子书
“大数据时代”应该算得上新近的热词了,我们每个人都在讨论大数据、讨论云计算,但问题是,为什么网络的戾气还是这么重呢?《信号与噪声》给出的答案是,信息太多了。 作为反乌托邦小说,《美丽新世界》和《一九八四》一直被当做信息处理的两种相反的手段,前者是信息泛滥以至...
评分书中作者提到了几条预测需要遵守的原则。 原则一:用概率的方法思考问题。当我们回顾历史时,事物的发展变化似乎都是受一定的规律控制的,是必然的;但实际上,事物的发展都是路径依赖的,偶然性和随机性的影响很大,微小的条件变化就会导致结果的极大不同;因此,当我们面对...
评分 评分Nate Silver如今俨然美国权威的政治观察分析家。这位纽约时报(New York Times)广受关注的政治选举预测分析博客FiveThirtyEight 的作者,准确预测了2012美国总统大选所有50个州的结果,超越了自己在2008年总统大选中49个州结果预测正确的记录。但是如果Silver也出错了呢?恐怕...
评分1、大数据时代,信号与噪声并存,而且噪声往往容易掩盖信号,对数据未进行滤波分析的情况下贸然进行数据拟合,将造成模型的严重失真。 2、因果性与相关性并非等同,很多情况下,我们将相关性与因果性混为一谈。 3、作者在本书中的主旨在于对信号与噪声的关系进行分析,然而由于...
图书标签: 统计 预测 大数据 思维 数学 NateSilver 经济 行为经济学
"Nate Silver's The Signal and the Noise is The Soul of a New Machine for the 21st century."
—Rachel Maddow, author of Drift
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.
In keeping with his own aim to seek truth from data, Silver visits the most successful forecasters in a range of areas, from hurricanes to baseball, from the poker table to the stock market, from Capitol Hill to the NBA. He explains and evaluates how these forecasters think and what bonds they share. What lies behind their success? Are they good—or just lucky? What patterns have they unraveled? And are their forecasts really right? He explores unanticipated commonalities and exposes unexpected juxtapositions. And sometimes, it is not so much how good a prediction is in an absolute sense that matters but how good it is relative to the competition. In other cases, prediction is still a very rudimentary—and dangerous—science.
Silver observes that the most accurate forecasters tend to have a superior command of probability, and they tend to be both humble and hardworking. They distinguish the predictable from the unpredictable, and they notice a thousand little details that lead them closer to the truth. Because of their appreciation of probability, they can distinguish the signal from the noise.
With everything from the health of the global economy to our ability to fight terrorism dependent on the quality of our predictions, Nate Silver’s insights are an essential read.
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评分非常有意思的一本科普forecasting和bayesian的小书。一个行之有效的统计预测模型,需要有data和systematic theories支持。虽然很多人都在讲大数据时代correlation更重要,但弄清causality毫无疑问地会提高model performance,比方说天气预告 VS 地震预测。书里散落了很多令人眼前一亮的观点。
评分逻辑vs现象。尽可能摆脱ego, 多元,think probabilistically, 越客观越接近真相。
评分非常有意思的一本科普forecasting和bayesian的小书。一个行之有效的统计预测模型,需要有data和systematic theories支持。虽然很多人都在讲大数据时代correlation更重要,但弄清causality毫无疑问地会提高model performance,比方说天气预告 VS 地震预测。书里散落了很多令人眼前一亮的观点。
评分其实一般了
The Signal and the Noise 2025 pdf epub mobi 电子书