ExponentialDistribution
Exponential probability distribution object
Description
AnExponentialDistribution
object consists of parameters, a model description, and sample data for an exponential probability distribution.
The exponential distribution is used to model events that occur randomly over time, and its main application area is studies of lifetimes. It is a special case of the gamma distribution with the shape parametera= 1.
The exponential distribution uses the following parameters.
Parameter | Description | 金宝app |
---|---|---|
mu |
Mean |
Creation
There are several ways to create aExponentialDistribution
probability distribution object.
Create a distribution with specified parameter values using
makedist
.Fit a distribution to data using
fitdist
.Interactively fit a distribution to data using theDistribution Fitter应用程序。
Properties
Object Functions
cdf |
Cumulative distribution function |
gather |
Gather properties ofStatistics and Machine Learning Toolboxobject from GPU |
icdf |
Inverse cumulative distribution function |
iqr |
Interquartile range of probability distribution |
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 |
标准偏差的robability distribution |
truncate |
Truncate probability distribution object |
var |
Variance of probability distribution |