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Variance and significance in large-scale online services

The Unofficial Google Data Science Blog

There are commercial sites which allow users to search for and purchase goods or book rooms they desire. As with any enterprise, the goal of the service provider is to better satisfy its users and further its business objectives. No doubt we have metrics which we track to determine which experimental change is worth launching.