Historical source for Chernoff information
ID: historical-source-for-chernoff-information
Stanford's archive records a technical report by Herman Chernoff, dated November 1951, on asymptotic efficiency of hypothesis tests based on sums of observations.[ref]
A Measure of Asymptotic Efficiency for Tests of an Hypothesis Based on the Sum of Observations, technical report by Herman Chernoff. Stanford Statistics technical-report record: SOL ONR 6, author H. Chernoff, report date November 1951
This is historical source metadata, rather than a claim to have inspected the report's full proof. The modern theorem cited above connects that efficiency question to the log-likelihood ratio accumulated across repeated observations. New to topics? Read the docs here!