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SengYew
Level II

How to know P-Value from Fitted Normal 2 Mixture Distribution

Dear Sir,

How to know P-Value from Fitted Normal 2 Mixture Distribution. Since there is no Goodness of fit. where I can know the P-value?

2 REPLIES 2
Byron_JMP
Staff

Re: How to know P-Value from Fitted Normal 2 Mixture Distribution

I'm not convinced that you have a normal 2 mixture distribution, maybe 3 mixture? But probably not. I'd check for rounding in your measurements to see if thing gets rounded to 0.1, 0.2, 0,25, and 0.35.  Those values seem to occur more often. 

 

Try using the SHASH distribution model. The goodness of fit is available for that model

Distribution models with more parameters can account for asymmetry and weird tails better than simpler models. 

 

Mixture distributions don't have goodness of fit, because which fit would you be evaluating?

JMP Systems Engineer, Health and Life Sciences (Pharma)
SengYew
Level II

Re: How to know P-Value from Fitted Normal 2 Mixture Distribution

Hi Byron,

When I select " Fit All ", system auto select " Fitted Normal 2 Mixture distribution " for me. SHASH distribution is second after Normal 2 Mixture distribution.....

 

SHASH distribution is work for me.. Thank