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单词 kurtosis
释义

kurtosis /kɜː'təʊsɪs//kɝ'tosɪs/

英汉-汉英词典
n. [统计学]峰态
词组 | 习惯用语
kurtosis n. 峰态,峰度,峭度
spectral kurtosis 谱峭度
excess kurtosis 超出峰度; 超额峰度;
kurtosis coefficient 峰态系数

网络短语:
sample excess kurtosis 峰度
kurtosis peakedness 峭度
kurtosis test 峰度检验
kurtosis index 峭度指标
mean kurtosis 平均峰度
kurtosis driven 峭度激励
platy kurtosis 低峰态
Excess kurtosis 度峰值; 超出峰度; 超峰度;
kurtosis excess 峰态超越
原声例句
可汗学院:统计学(视频版)

And you can actually see it in the skew and kurtosis numbers.

您实际上可以在偏斜和峰度数中看到它。

可汗学院:统计学(视频版)

But here, all of a sudden, our kurtosis is much smaller, and our skew is much smaller.

但是在这里,突然之间,我们的峰度变小了,偏斜也变小了。

可汗学院:统计学(视频版)

And maybe in future videos, we'll delve even deeper into things like kurtosis and skew.

也许在以后的视频中,我们会更深入地研究峰态和偏斜等问题。

可汗学院:统计学(视频版)

And then it has a negative kurtosis, which means that it has shorter tails and smaller peaks than a standard normal distribution.

然后它有一个负峰度,这意味着它比标准正态分布有更短的尾巴和更小的峰。

可汗学院:统计学(视频版)

It has a slightly less kurtosis, which means it's closer to being a normal distribution than n is equal to 16.

它的峰度略低,这意味着它比 n 等于 16 更接近于正态分布。

中文百科

峰度

远红光对小麦胚芽鞘向地反应的平均速度没有影响,但是峰度由低峰态转变成了尖峰态 (−0.194 → 0.055)
The coin toss is the most platykurtic distribution
pdf for the Pearson type VII distribution with excess kurtosis of infinity (red); 2 (blue); and 0 (black)
log-pdf for the Pearson type VII distribution with excess kurtosis of infinity (red); 2 (blue); 1, 1/2, 1/4, 1/8, and 1/16 (gray); and 0 (black)

在统计学中,峰度(Kurtosis)衡量实数随机变量概率分布的峰态。峰度高就意味着方差增大是由低频度的大于或小于平均值的极端差值引起的。

四阶标准矩可以定义为:

其中μ4是四阶中心矩,σ是标准差。

在更通常的情况下,峰度被定义为四阶累积量除以二阶累积量的平方,它等于四阶中心矩除以概率分布方差的平方再减去3:

这也被称为超值峰度(excess kurtosis)。「减3」是为了让正态分布的峰度为0。

假定Yn个独立变量之和,且这些变量和X具有相同的分布,那么:Kurt[Y] = Kurt[X] / n, 但如果峰度被定义为:μ4 / σ,公式可变得更加复杂。

英语百科

Kurtosis 峰度

The coin toss is the most platykurtic distribution
pdf for the Pearson type VII distribution with excess kurtosis of infinity (red); 2 (blue); and 0 (black)
log-pdf for the Pearson type VII distribution with excess kurtosis of infinity (red); 2 (blue); 1, 1/2, 1/4, 1/8, and 1/16 (gray); and 0 (black)
Probability density functions for selected distributions with mean 0, variance 1 and different excess kurtosis

In probability theory and statistics, kurtosis (from Greek:κυρτός, kyrtos or kurtos, meaning "curved, arching") is a measure of the "tailedness" of the probability distribution of a real-valued random variable. In a similar way to the concept of skewness, kurtosis is a descriptor of the shape of a probability distribution and, just as for skewness, there are different ways of quantifying it for a theoretical distribution and corresponding ways of estimating it from a sample from a population. Depending on the particular measure of kurtosis that is used, there are various interpretations of kurtosis, and of how particular measures should be interpreted.

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更新时间:2025/6/19 17:44:42