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t 位置尺度分布

拟合和计算 t 位置尺度分布,生成该分布的随机样本

函数

makedistCreate probability distribution object
fitdist对数据进行概率分布对象拟合
distributionFitterOpen Distribution Fitter app
cdf累积分布函数
icdfInverse cumulative distribution function
iqrInterquartile range
meanMean of probability distribution
medianMedian of probability distribution
negloglikNegative loglikelihood of probability distribution
paramciConfidence intervals for probability distribution parameters
pdf概率密度函数
proflikProfile likelihood function for probability distribution
randomRandom numbers
stdStandard deviation of probability distribution
truncateTruncate probability distribution object
varVariance of probability distribution
mleMaximum likelihood estimates
mlecovAsymptotic covariance of maximum likelihood estimators

对象

tLocationScaleDistributiont Location-Scale probability distribution object

主题

t Location-Scale Distribution

The t location-scale distribution is useful for modeling data distributions with heavier tails (more prone to outliers) than the normal distribution.

Represent Cauchy Distribution Using t Location-Scale

This example shows how to use the t location-scale probability distribution object to work with a Cauchy distribution with nonstandard parameter values.