图书标签: 统计 预测 大数据 思维 数学 NateSilver 经济 行为经济学
发表于2024-11-21
The Signal and the Noise pdf epub mobi txt 电子书 下载 2024
"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.
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.
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pleasant to read; lots of good insights; at last but not the least, quite a few good recommendations for great book about investment and statistics.
评分去伪存真,透过现象看到本质这种道理谁都懂,但是懂得道理又能怎么样,看了那么多数据事例和例证,下一次还是会出错,就像人生中很多别的事情一样,懂了道理,和知道怎么做,该去怎么做,具体怎么做不是一回事:p
在奥巴马成功连任总统之前,美国几乎所有重要的刊物和评论员都认为,奥巴马和罗姆尼在伯仲之间,各有五成的胜算。此时,《纽约时报》FiveThirtyEight博客的作家Nate Silver却给出了不同的答案:Silver一直坚持奥巴马的胜算在七成左右。 Silver的这一论点让其他评论员对其群起...
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...
评分简介 内特·希尔的新书《信号和噪声》是21世纪新机器的灵魂。- 雷切尔·玛多 《漂流》的作者 内特·希尔曾建立过一个创新的系统来预测棒球比赛,这个系统帮助他丝毫不差地预测了2008年总统选举。时时保持强烈求知欲望的他成为了引起全国轰动的博客作者,纽约时报现在出版FIVE...
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...
评分我们在生活中,经常碰到各种预测:股票技术人员天天预测各种股票的涨跌;谢国忠天天预测房价必跌,他几十年如一日的坚持,总有一天会对的;所谓的房地产“砖家”预测25年后北京的房价能够达到每平方米80万,这不是不可能发生,除非发生严重的通货膨胀吧;某地震局用狗来协助地...
The Signal and the Noise pdf epub mobi txt 电子书 下载 2024