Log likelihood for each distributions.

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JinYoung Kim
JinYoung Kim 2016-12-7
回答： Tom Lane 2016-12-10
Hi! I was wondering how to compute in Matlab the log likelihood.
I think which the "fitdist" function includes "likelihood" function(e.g. normlike, gamlike and wbllike, etc).
However, the result of likelihood value is not same result which I was using "Weilbull" distribution.
The "Weibull" and "fitdist(data,'weibull') -> PD.NLogL" were not same value.
Plz understatnd me.
Thanks all.
Best regards.
Jin.

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采纳的回答

Tom Lane
Tom Lane 2016-12-10
It's not clear to me what fails to match with what. These match:
>> x = -5*log(rand(100,1));
>> pd = fitdist(x,'weibull');
>> format compact
>> negloglik(pd)
ans =
267.1545
>> sum(-log(pdf(pd,x)))
ans =
267.1545
>> wbllike(pd.ParameterValues,x)
ans =
267.1545

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