Mathematics
8 years ago

New method for confidence intervals in Poisson distribution boosts accuracy!

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Communications for Statistical Applications and Methods
A Comparison of Some Approximate Confidence Intervals for he Poisson Parameter
Daehak Kim, Hyeong-Chul Jeong

Paper Summary

The article compares different ways to calculate confidence intervals for the average of a Poisson distribution. Thirteen methods were reviewed, including two new bootstrap methods. Through simulations, the researchers found that the new bootstrap methods had similar coverage probabilities to the existing methods.

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