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单词 Fat tail
释义

Fat tail

原声例句
可汗学院:统计学(视频版)

You assume it has fatter tails.

你假设它有更肥的尾巴。

可汗学院:统计学(视频版)

But it also has fatter tails.

但它也有更肥的尾巴。

可汗学院:统计学(视频版)

So a T-distribution looks very similar to a normal distribution but it has fatter tails.

所以 T 分布看起来与正态分布非常相似,但它的尾巴更肥。

可汗学院:统计学(视频版)

And it has fatter tails because you're essentially underestimating-- you're underestimating the standard deviation over here.

它有更粗的尾巴,因为你基本上低估了——你低估了这里的标准差。

可汗学院:统计学(视频版)

And the way I think about why it has fatter tails is when you make an assumption that this is a standard deviation for-- let me take one more step.

我思考为什么它有更粗的尾巴的方式是当你假设这是一个标准偏差——让我再走一步。

英语百科

Fat-tailed distribution

A variety of Cauchy distributions for various location and scale parameters. Cauchy distributions are examples of fat-tailed distributions.
Levy flight from a Cauchy Distribution compared to Brownian Motion (below). Central events are more common and rare events more extreme in the Cauchy distribution than in Brownian motion. A single event may comprise 99% of total variation, hence the
Levy flight from a Normal Distribution (Brownian Motion).

A fat-tailed distribution is a probability distribution that has the property, along with the other heavy-tailed distributions, that it exhibits large skewness or kurtosis. This comparison is often made relative to the normal distribution, or to the exponential distribution. Fat-tailed distributions have been empirically encountered in a variety of areas: economics, physics, and earth sciences. Some fat-tailed distributions have power law decay in the tail of the distribution, but do not necessarily follow a power law everywhere.

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更新时间:2025/6/22 8:06:06