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Recitation Supplement: Regression by Cluster Using SAS - Cornell - people orie cornell

Recitation Supplement: Regression by Cluster Using SAS - Cornell - people orie cornell 2025

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The document outlines a procedure for performing regression analysis by clustering hospitals using SAS Enterprise Miner (SAS EM). It describes the dataset containing demographic information from 4703 U.S. hospitals, which is intended to predict sales of orthopedic devices. The process involves downloading and preparing the data, transforming variables, applying clustering techniques, and conducting separate regressions for identified market segments. The document emphasizes the importance of handling variable roles and interactions in regression modeling, comparing results from clustered versus standard regression approaches.

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