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multChernoff

Finite-Sample Tail Bound of Likelihood Ratio Test under Multinomial Sampling

v1.0.0 · Mar 21, 2026 · MIT + file LICENSE

Description

Computes a finite-sample tail bound for the log-likelihood ratio test (LRT) statistic under multinomial sampling. The resulting bound is used to compute finite-sample conservative p-values and critical values when the standard chi-squared asymptotics can be unreliable. The package also supports multiple independent multinomial trials.

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OK 6 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 21, 2026

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Dependencies Reverse dependencies plyr multChernoff

Version History

new 1.0.0 Mar 21, 2026