Jonathan W. Bartlett
Statistics and Probability · 2008–2014
A researcher in the Science corpus: 5 papers; trusts 5 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 40 citations into it
- Artificial Intelligence — 16 citations into it; #31,790 of 35,345 by trust here, #23,731 by citations
- Radiology, Nuclear Medicine and Imaging — 7 citations into it
Whom Jonathan W. Bartlett trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Donald B. Rubin
- Daniel J. Stekhoven
- Craig K. Enders
- Bradley Efron
- Paul T. von Hippel
- James R. Carpenter
- Andy Liaw
- Makoto Matsumoto
- John Ashburner
- Joseph L. Schafer
Who trusts Jonathan W. Bartlett overall
Papers from Jonathan W. Bartlett's perspective
Ordered by how strongly the researchers Jonathan W. Bartlett trusts endorse each paper. Same corpus, a different order for every researcher.
- Random Forests
- Missing data
- Multiple Imputation After 18+ Years
- Missing Data, Imputation, and the Bootstrap
- Measuring the thickness of the human cerebral cortex from magnetic resonance images. (Proceedings of the National Academy of Sciences of the United States of America)
- A fast diffeomorphic image registration algorithm (NeuroImage)
- Classification and Regression by randomForest
- Thresholding of Statistical Maps in Functional Neuroimaging Using the False Discovery Rate (NeuroImage)
- Random survival forests
- Accurate, Robust, and Automated Longitudinal and Cross-Sectional Brain Change Analysis (NeuroImage)
Their papers
- Multiple imputation of covariates by fully conditional specification: Accommodating the substantive model (2012) — 463 citations
- Comparison of Random Forest and Parametric Imputation Models for Imputing Missing Data Using MICE: A CALIBER Study (2014) — 701 citations
- Maximum Likelihood Multiple Imputation: Faster Imputations and Consistent Standard Errors Without Posterior Draws (2012) — 52 citations
- Head size, age and gender adjustment in MRI studies: a necessary nuisance? (2010) — 523 citations
- Reliability, repeatability and reproducibility: analysis of measurement errors in continuous variables (2008) — 928 citations