Working Paper

Leveraging Large-Scale Granular Single-Source Data for TV Advertising

Tsung-Yiou Hsieh, Rex Yuxing Du and Shijie Lu

Oct 16, 2025

Analyzes second-by-second viewership data and daily household food delivery purchase behavior, controlling endogeneity with an instrumental variable based on randomized assignment of ad slots within shows, to produce a causal model of linear TV advertising ROI.

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