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Say you introduce an innovative new customer-relationship-management (CRM) tool for your sales force, and revenue increases by 15%. When such simple randomization is not feasible due to logistics, ethics, cost, or sample size, more sophisticated analytical techniques can be employed. The change is a success, right? Maybe or maybe not.
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