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The Online Controlled Experiment Lifecycle

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Unlike other techniques for learning from customers, online controlled experiments (OCEs) establish an accurate and causal relationship between a change and the impact observed. We show that OCEs help optimize… Click to show full abstract

Unlike other techniques for learning from customers, online controlled experiments (OCEs) establish an accurate and causal relationship between a change and the impact observed. We show that OCEs help optimize infrastructure needs and aid in project planning and measuring team efforts. We conclude that product development should fully integrate the experiment lifecycle to benefit from the OCEs.

Keywords: controlled experiment; online controlled; experiment lifecycle

Journal Title: IEEE Software
Year Published: 2020

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