The theorem shows that the error in the logarithm of likelihood values for estimates from multiple independent samples is χ² distributed, which enables determination of a confidence region around any one parameter estimate.
The theorem shows that the error in the logarithm of likelihood values for multiple independent samples is χ² distributed around the value for the population parameters. That in turn enables determination of a confidence region around any one parameter estimate.