Random forest missing data algorithms

Overview of attention for article published in Statistical Analysis & Data Mining, June 2017

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In the top 5% of all research outputs scored by Altmetric
One of the highest-scoring outputs from this source (#3 of 250)
High Attention Score compared to outputs of the same age (93rd percentile)

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news: 1 news outlet
policy: 3 policy sources
twitter: 2 X users
patent: 1 patent

reddit: 1 Redditor
q&a: 2 Q&A threads
guideline: 1 clinical guideline source

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So far, Altmetric has seen 3 policy documents that reference this research output.

A Comparative Analysis of Machine Learning and Classical Statistical Techniques for the Imputation of Corporate Green House Gas Emissions

Cited by Deutsche Bundesbank on 22 Mar 2026

The Deutsche Bundesbank is the central bank of the Federal Republic of Germany and as such part of the European System of Central Banks (ESCB).

Data Study Group Final Report: Artificial Intelligence for Decarbonisation's Virtual Centre of Excellence

Cited by The Alan Turing Institute on 14 Jul 2025

The Alan Turing Institute is the national institute for data science and artificial intelligence, with headquarters at the British Library

Imputation of missing values in the INFORM Global Risk Index

Cited by The Publications Office of the European Union on 09 Jan 2020

The Publications Office of the European Union (Publications Office), based in Luxembourg, is an interinstitutional office whose task is to publish the publications of the institutions of the European Union.

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