: Unlike simple frequency counts or odds ratios, the Monroe model uses a weighted log-odds ratio with an informative Dirichlet prior. This prevents words with very low frequencies from appearing disproportionately significant.
: This method was introduced in the influential political science paper Fightin' Words: Lexical Feature Selection and Evaluation for Identifying the Content of Political Conflict , authored by Burt L. Monroe , Michael P. Colaresi, and Kevin M. Quinn. bailey monroe
: A social media presence active on Instagram . : Unlike simple frequency counts or odds ratios,
The request to "generate feature: bailey monroe" refers to the model, a statistical technique for lexical feature selection used to identify words that distinguish between different groups of text (e.g., Democrat vs. Republican speeches). authored by Burt L. Monroe