Undergraduate Prerequisites: CASCS108 or CASCS111 or CDS DS110 or QST BA222 - Formerly BA472. When is making a change to a price, algorithm, or product worthwhile' Rather than relying on the gut intuition of a manager, businesses are increasingly using experiments and other forms of causal data analysis to answer these questions. In this class, we will learn about causal methods, when they work, how to implement them in R, and how to apply them to digital markets. The business topics covered include pricing, balancing digital marketplaces like Airbnb and Uber, reputation systems, measuring influence in social networks, and algorithmic design.

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