圖書標籤: 統計 預測 大數據 思維 數學 NateSilver 經濟 行為經濟學
发表于2025-02-02
The Signal and the Noise pdf epub mobi txt 電子書 下載 2025
"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.
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.
評分Nate昨天離開NYT到瞭ESPN,John Gruber的評論是“disrupted the traditional model of how to cover politics”——Traditional model: mostly bullshit;Nate Silver: facts.
評分Case挺多,key message沒啥特彆新意。無非就是基於動態係統隨時修正,充分考慮樣本之間的關係假設和結果概率等。
評分要正麵解決問題 不逃避問題 所以患上數據毒...立刻找中文版看看 看看有沒有接地氣兒
評分其實一般瞭
题记:是化作天鹅之神,还是死成黑天鹅,那只天鹅,都会给动荡的世界,一翅疑惑的又摇摇欲坠的影像。 《信号与噪声》告诉我们是喜欢活在一个经验的世界,但真正发生的,多于我们的经验。人类无奈的发现有很多事件超越了我们的预测能力,比如棒球比赛,气候,地震,飓风,流行...
評分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...
評分学定量研究那会儿,每天和SPSS打交道,念12345念到要吐,所以对数据分析有着深深的怨念。 而且因为我们在分析之前都会有一个研究假设,可是最后通常在输入了几百张问卷或者分析了几百个文本然后各种分析之后发现结果跟我们一开始设想的完全不一样,于是又要各种...
評分神算子、神奇小子、来自未来的人……只要数一下纳特西尔弗身上的头衔,你就会明白——人们对于预言家的狂热崇拜自古至今从来没有消退过。在原始巫术被科学的烛火驱逐出境之后,预言家们又披上了科学的外衣卷土重来——在普通人眼中,现代科技早已复杂到与巫术无异。 就拿两次...
評分我们在生活中,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 電子書 下載 2025