makedist | Create probability distribution object |
fitdist | Fit probability distribution object to data |
distributionFitter | Open Distribution Fitter app |
cdf | Cumulative distribution function |
icdf | Inverse cumulative distribution function |
iqr | Interquartile range |
mean | Mean of probability distribution |
median | Median of probability distribution |
negloglik | Negative loglikelihood of probability distribution |
paramci | Confidence intervals for probability distribution parameters |
pdf | Probability density function |
proflik | Profile likelihood function for probability distribution |
random | Random numbers |
std | Standard deviation of probability distribution |
truncate | Truncate probability distribution object |
var | Variance of probability distribution |
tLocationScaleDistribution | t Location-Scale probability distribution object |
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.