Mathematics
3 years ago

New statistical tests improve accuracy of hypothesis testing in data analysis

Biometrika
Improved Likelihood Ratio Tests for Complete Contingency Tables
David A. Williams

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The article presents a method to improve statistical tests for complete contingency tables. By adjusting the test statistic, the researchers were able to better approximate its distribution, leading to more accurate hypothesis testing. This technique enhances the reliability of tests involving complete contingency tables with known maximum likelihood estimators.