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TABLE OF CONTENTS15 sections

Marketing Budgeting & ROI Analytics

01Marketing Budgeting & ROI Analytics 02Foundations Of Marketing Investment And Accountability 03Financial Literacy For Marketing Decisions 04Marketing Metrics And Kpi Architecture 05Budget Planning Forecasting And Control 06Strategic Resource Allocation And Portfolio Decisions 07Marketing Roi Romi And Value Measurement 08Data Foundations And Marketing Analytics Infrastructure 09Experimental Design And Causal Inference 10Attribution And Customer Journey Measurement 11Marketing Mix Modeling And Econometric Evaluation 12Brand Equity And Long Term Return 13Optimization Forecasting And Decision Science 14Managerial Reporting Governance And Ethical Accountability 15Ai Enabled Measurement And The Future Of Marketing Finance

Chapter 8

Experimental Design And Causal Inference

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