Confidence regions for the multinomial parameter with small sample size

@inproceedings{Chaf2008ConfidenceRF,
  title={Confidence regions for the multinomial parameter with small sample size},
  author={Chaf{\"a}ı and Concordet},
  year={2008}
}
  • Chafäı, Concordet
  • Published 2008
Consider the observation of n iid realizations of an experiment with d ≥ 2 possible outcomes, which corresponds to a single observation of a multinomial distribution Md(n,p) where p is an unknown discrete distribution on {1, . . . , d}. In many applications, the construction of a confidence region for p when n is small is crucial. This concrete challenging problem has a long history. It is well known that the confidence regions built from asymptotic statistics do not have good coverage when n… CONTINUE READING

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