expfit
Fit an exponential distribution to a data sample.
Syntax
[lambdahat,lambdaci] = expfit(x)
Inputs
- x
- Data sample.
Outputs
- lambdahat
- An estimate of the scale parameter lambda.
- lambdaci
- A confidence interval for lambda. A two-element vector containing the lower and upper bounds of the interval.
Example
x = [1.8 1.57 1.01 0.51 1.52 0.46 1.82 0.5 2.58 1.42 1.31 2.87 2.48 3.64 0.34 8.61 0.
11 3.9 2.88 2.22]
[lambda, lambdaci] = expfit(x)
lambdahat = 2.0775
lambdaci = [Matrix] 2 x 1
1.4004
3.4011
Comments
The function uses maximum likelihood estimation with a 95% confidence interval.