Goodness of Fit Tests for Poisson Distribution

  • Thread starter Thread starter Mark J.
  • Start date Start date
  • Tags Tags
    Fit
AI Thread Summary
Goodness of fit tests for Poisson distribution differ from those used for exponential distributions. The Shapiro-Wilk test, which assesses normality, is not applicable to either Poisson or exponential data. The Pearson's Chi-Square goodness of fit test is a suitable method for evaluating Poisson distributions. Additionally, Minitab employs the chi-square test for this purpose. Understanding the appropriate tests is crucial for accurate statistical analysis.
Mark J.
Messages
81
Reaction score
0
Hi.
For testing exponential distribution we can use several goodness of fit tests like Shapiro-Wilk etc.Can we use this tests for poisson distribution as well or for poisson discrete distribution different tests are generally used?
Can you mention some of them pls?
Regards
 
Physics news on Phys.org
Mark J. said:
Hi.
For testing exponential distribution we can use several goodness of fit tests like Shapiro-Wilk etc.Can we use this tests for poisson distribution as well or for poisson discrete distribution different tests are generally used?
Can you mention some of them pls?
Regards

Hi Mark,

Shapiro-Wilk tests normality, so you can't use it either for Poisson or Exponential distributions. A general and simple method is the Pearson's Chi-Square goodness of fit test.
 
Last edited:
Think u can still measure Weibull, exponential, lognormal with S_W test. In Minitab they use chi-square as well.
 

Similar threads

Back
Top