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Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

APRIL 23, 2024

Figure 4: Visualization of a central composite design. Modeling live experiment data Data scientists at YouTube are rarely involved in the analysis of typical live traffic experiments. Testing Statistical Hypotheses. Springer New York, 2006. [17] Central composite designs are made of three parts. Lehmann and J.P.

Experimentation 52
Experimentation Optimization Uncertainty Metrics 52
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Misleading Statistics Examples – Discover The Potential For Misuse of Statistics & Data In The Digital Age

datapine

DECEMBER 28, 2021

To make sure the reliability is high, there are various techniques to perform – the first of them being the control tests, which should have similar results when reproducing an experiment in similar conditions. Here they speak about two use-cases in which COVID-19 data was used in a misleading way. 3) Data fishing.

Statistics 363
Statistics Advertising Visualization Data mining 363
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