book_EM_MTA

Professional book intake process for technical editors. Establishes global context, target audience, technical scope, and chapter coherence before editorial work begins. Use when starting technical editing projects or need to understand book structure.

Expert knowledge in guiding users through agentic technical editing workflows. Provides step-by-step instructions for framework setup, context loading, and systematic editing processes. Use when users need guidance on framework usage, setup procedures, or workflow troubleshooting.

Expert knowledge in Expectation-Maximization algorithms for Multi-Touch Attribution, Marketing Mix Models, and applied Bayesian inference in marketing analytics. Use when discussing EM algorithms, MTA methodology, MMM attribution, latent variable models, or marketing attribution problems.