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N. Zumel

2 papers hereh-index 11360 citations31 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • stat.AP2

identity via Semantic Scholar / OpenAlex

most citedvtreat: a data.frame Processor for Predictive Modeling

5 citations · 5 across the 2 of their papers we have counts for

collaborators

2 papers

stat.AP2016

Comparing Apples and Oranges: Two Examples of the Limits of Statistical Inference, With an Application to Google Advertising Markets

John Mount, Nina Zumel

We show how the classic Cramer-Rao bound limits how accurately one can simultaneously estimate values of a large number of Google Ad campaigns (or similarly limit the measurement r…

stat.AP2016★ 5 cited

vtreat: a data.frame Processor for Predictive Modeling

Nina Zumel, John Mount

We look at common problems found in data that is used for predictive modeling tasks, and describe how to address them with the vtreat R package. vtreat prepares real-world data for…

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