想学Google Meridian做营销归因和预算分配？这篇手把手教程带你跑通整个流程，有实操代码和地理级数据示例。
本教程基于Google Meridian完整演示贝叶斯营销组合建模流程，从安装库、检查GPU到加载含媒体曝光、花费、转化、收入的地理级数据集。教程展示了如何将原始列映射到Meridian数据模式，并使用基于ROI的先验定义可解释的模型参数。最终输出媒体测量、ROI分析和预算优化结果，帮助营销团队量化各渠道贡献并重新分配预算。
End-to-End Bayesian Marketing Mix Modeling with Google Meridian: Media Measurement, ROI Analysis, and Budget Optimization
In this tutorial, we build a complete Bayesian marketing mix modeling workflow using Google Meridian. We begin by installing the required libraries, verifying GPU availability, and exploring a geo-level marketing dataset that includes media impressions, spend, controls, promotions, conversions, population, and revenue. We then map the raw columns to Meridian’s data schema, define interpretable ROI-based […] The post End-to-End Bayesian Marketing Mix Modeling with Google Meridian: Media Measurement, ROI Analysis, and Budget Optimization appeared first on MarkTechPost .