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2024-12-26
The Signal and the Noise 2024 pdf epub mobi 电子书
在我们日常的生活中,我们时时都是进行预测。然而大多数个人的预测都是带有个人的偏见和立场的,这种预测的精度甚至不如一群乌合之众预测的平均值。 人类最大的预测市场,就是股市和体育,所有的人都希望在这样的市场一试身手,体现自己少有的天赋。不过大多数都会铩羽而归,...
评分 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...
评分读了几页就感觉到了作者的思维方式和角度非同凡响,越读越觉得有兴趣。但是越读,越觉得食之无味。涉及到的方面特别多,但是没有一块是深入讲如何鉴别信号与噪声的。都是一些流于肤浅的方面。 个人建议作者可以抓住其中的一方面和一个领域,进行深入剖析和讲解即可成为一本特好...
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.
Case挺多,key message没啥特别新意。无非就是基于动态系统随时修正,充分考虑样本之间的关系假设和结果概率等。
评分应该只有我一个人是当八卦书看的吧。Long live the great Haralabob!
评分前醍醐灌顶,后狂打酱油。又一部虎头蛇尾之典范。但是观点太有意义了。
评分应该只有我一个人是当八卦书看的吧。Long live the great Haralabob!
评分这书主要说两件事儿:一是要多用贝叶斯概率预测,二是一般人就别玩扑克赌钱了。
The Signal and the Noise 2024 pdf epub mobi 电子书