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2024-11-22
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.
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.
评分竟然是FiveThirtyEight创始人写的
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。
评分前大半部分引人入胜,最后几章稍稍力不从心,有种抓不牢的松散感。 非常有阅读性的一本书,推荐!
评分前大半部分引人入胜,最后几章稍稍力不从心,有种抓不牢的松散感。 非常有阅读性的一本书,推荐!
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...
评分神算子、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...
评分神算子、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...
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...
The Signal and the Noise pdf epub mobi txt 电子书 下载 2024