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Improving Price and Inflation Measurement with Machine Learning, Outlier Detection and Alternative Data

22 November 2021

7 min read time

Improving Price and Inflation Measurement with Machine Learning, Outlier Detection and Alternative Data

Applying Machine Learning to Detect Outliers in Alternative Data Sources. A universal methodology framework for scanner and web-scraped data sources (ESCoE TR-12)

By: Xuxin Mao, Janine Boshoff, Garry Young, Hande Küçük

9 November 2021

Applying Machine Learning to Detect Outliers in Alternative Data Sources. A universal methodology framework for scanner and web-scraped data sources (ESCoE TR-12)

Outlier detection methodologies for alternative data sources: International review of current practices (ESCoE TR-07)

By: Janine Boshoff, Xuxin Mao, Garry Young

24 July 2020

Outlier detection methodologies for alternative data sources: International review of current practices (ESCoE TR-07)