Asymptotic Analysis of Likelihood Ratio Tests for Two-Peak Discovery

This ArXiv article likely delves into the theoretical underpinnings of statistical hypothesis testing, specifically concerning scenarios where two distinct peaks are sought in experimental data. The work probably explores the asymptotic behavior of the likelihood ratio test statistic, a crucial tool for determining statistical significance in this context.

• •Focuses on the statistical properties of likelihood ratio tests.
• •Addresses scenarios relevant to scientific discovery, likely in fields like physics or data science.
• •Provides theoretical understanding of hypothesis testing in complex data distributions.