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Benjamin Knight

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Articles

  • Oct 3, 2024 | hbr.org | Yoon Kim |Benjamin Knight |Dmitry Mitrofanov

    Stockouts — when a customer wants to buy a product that’s not available — are the quintessential failure of supply to meet demand. According to one estimate, stockouts cost retailers nearly $1 trillion worldwide annually. Stockouts result in more than lost sales; they also drive negative customer experiences. This can discourage customers from returning to the retailer in the future, harm a brand’s reputation and customer loyalty, and even lead to higher operational costs.

  • Jun 17, 2024 | medium.com | Benjamin Knight

    Tim Hesterberg and Benjamin KnightWe describe how to calculate standard errors for A/B tests that include clustered data, ratio metrics, and/or covariate adjustment. We may do this for power analysis/sample size calculations prior to running an experiment using historical data, or after an experiment for hypothesis testing and confidence intervals. The different applications have a common framework, using the sample variance of certain residuals.

  • May 2, 2024 | medium.com | Benjamin Knight

    It was a peaceful evening at the dormitory. Me and my friends were enjoying cheap pizza, video games, and beer. Yet something wasn’t right. The next day I had the last corrective term from physics. If I didn’t pass this exam, I wouldn’t just fail the class — I’d be kicked out of the university. But here I was. Enjoying a peace with the plan. The plan was to store the whole textbook in my short-term memory by studying during the night. It was 10 pm when I got back to my room and finally started.

  • Apr 25, 2024 | medium.com | Benjamin Knight

    A year ago, we landed a dream client — a big name with big money. The problem? They were an absolute nightmare. Endless revisions, loose scope, midnight demands…My team was burning out trying to please them. It felt like 90% of the company resources were getting sucked into this black hole. The first reaction was to set up a better system. To leverage our resources more efficiently to make them happy. No matter what we did, the client had more demands. Finally, we had a moment of clarity.

  • Mar 28, 2024 | medium.com | Benjamin Knight

    We’re told that productivity is the path to success. Check off tasks, get more done faster, and you’ll magically achieve your wildest dreams. But here’s the ugly truth: this fixation on efficiency is keeping you trapped in mediocrity. Efficiency is about optimization — it’s streamlining what you’re already doing. It’s squeezing every possible ounce of output out of the path you’ve chosen. This is short-term thinking, a dangerous distraction from what really matters: strategy.

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