Experimental design
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Economics Nobelist on causal inference
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Since 2013, Amazon has held an annual internal conference, the Amazon Machine Learning Conference (AMLC), where machine learning practitioners from around ...

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Removing selection bias from evaluation of recommendations
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More than 60% of sales in Amazon’s store come from independent sellers. One of the big drivers of this growth has been Fulfillment by Amazon, or FBA, which ...

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Amazon at AEA: The crossroads of economics and AI
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The 2020 meeting of the American Economic Association begins on January 3 in San Diego, and among the Amazon economists attending will be Pat Bajari, VP and ...

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ICML: “Test of time” paper shows how times have changed
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Amazon researchers have nine new papers at this year’s International Conference on Machine Learning (ICML), one of the top conferences in AI. Matthias ...

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How to test for COVID-19 efficiently
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In the absence of a vaccine, a valuable measure for controlling the spread of COVID-19 is large-scale testing. The limited availability of test kits, ...

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Amazon at AEA: Empirical economics and research design
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At this year’s meeting of the American Economic Association (AEA), David Card — the Class of 1950 Professor of Economics at the University of California, ...

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The intersection of design and science
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During the prototyping stages of the journey that brought Echo Show 10 to life, the design, engineering, and science teams behind it encountered a surprise: ...

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Two Amazon-affiliated economists awarded Nobel Prize
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On Monday, the Swedish Academy announced the three recipients of the 2021 Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel — two of ...

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A conversation with economics Nobelists
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The annual meeting of the American Economic Association (AEA) took place Jan. 7 - 9, and as it approached, Amazon Science had the chance to interview two of ...

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The science of price experiments in the Amazon Store
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The prices of products in the Amazon Store reflect a range of factors, such as demand, seasonality, and general economic trends. Pricing policies typically ...

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