problem with lognormal cumulative distribution function
Afficher commentaires plus anciens
Hi. i want to get the lognormal cumulative distribution function for a variable with mean=0.04 and stdv=0.01 :
cdf('Lognormal',value,mean,stdv)
cdf('Lognormal',0.04,0.04,0.01)
but for the numbers around the mean value the CDF is zero which it should not be. could you please help me what is the prolem
Réponse acceptée
Plus de réponses (2)
the cyclist
le 4 Sep 2011
The support for the density function lies in a narrow band around log(x)-mu = 0, not around x - mu = 0. Here are some values around the peak of the pdf:
mu = 0.04;
sigma = 0.01;
x = [1.01 1.02 1.03 1.04 1.05 1.06 1.07]
cdf__of_lognormal_evaluated_at_x = cdf('Lognormal',x,mu,sigma)
Oleg Komarov
le 4 Sep 2011
mu = 0.04;
sigma = 0.01;
values = 0:0.01:2;
subplot(211)
plot(values,pdf('logn',values,mu,sigma))
subplot(212)
plot(values,cdf('logn',values,mu,sigma))
As you can see from wikipedia, the smaller the sigma, the more the distribution converges in probability to exp(mu).
Catégories
En savoir plus sur Lognormal Distribution dans Centre d'aide et File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!