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.
"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.
發表於2025-01-22
The Signal and the Noise 2025 pdf epub mobi 電子書 下載
這是一本和大數據唱反調的書。 如果從哲學認識論的角度來看,人類的思維模式大體上可以歸集為四種類型: 1、實驗試錯法 2、經驗歸納法 3、類比聯想法 4、邏輯演繹法 每種方法或者思維模式,並無絕對的優和絕對的劣,各有利弊、適用範圍或局限性。 這本書光看書名,會以...
評分題記:是化作天鵝之神,還是死成黑天鵝,那隻天鵝,都會給動蕩的世界,一翅疑惑的又搖搖欲墜的影像。 《信號與噪聲》告訴我們是喜歡活在一個經驗的世界,但真正發生的,多於我們的經驗。人類無奈的發現有很多事件超越瞭我們的預測能力,比如棒球比賽,氣候,地震,颶風,流行...
評分1、大數據時代,信號與噪聲並存,而且噪聲往往容易掩蓋信號,對數據未進行濾波分析的情況下貿然進行數據擬閤,將造成模型的嚴重失真。 2、因果性與相關性並非等同,很多情況下,我們將相關性與因果性混為一談。 3、作者在本書中的主旨在於對信號與噪聲的關係進行分析,然而由於...
評分如果有人在市場上竭力嚮你推銷一款你完全不瞭解的産品,你就該想到他們在嚮你推銷一個檸檬瞭。喬治·阿剋爾洛夫憑藉對信息不對稱市場的研究獲得瞭2001年諾貝爾經濟學奬。你在生活當中常常會陷入各種不同的檸檬市場中。比如有人會突然問你"你聽說過安利嗎?" 安利的所有産品構...
評分“大數據時代”應該算得上新近的熱詞瞭,我們每個人都在討論大數據、討論雲計算,但問題是,為什麼網絡的戾氣還是這麼重呢?《信號與噪聲》給齣的答案是,信息太多瞭。 作為反烏托邦小說,《美麗新世界》和《一九八四》一直被當做信息處理的兩種相反的手段,前者是信息泛濫以至...
圖書標籤: 統計 預測 大數據 思維 數學 NateSilver 經濟 行為經濟學
其實一般瞭
評分邏輯vs現象。盡可能擺脫ego, 多元,think probabilistically, 越客觀越接近真相。
評分No real insights and very boring, the US house market crash case makes me believe the author knows little on what he's talking about
評分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.
評分:O212.5/S587
The Signal and the Noise 2025 pdf epub mobi 電子書 下載