Douglas S. Lee

Statistics and Probability · 2003–2020

A researcher in the Science corpus: 7 papers; trusts 2 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 22 citations into it

Whom Douglas S. Lee trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. J. Landis
2. David W. Hosmer Jr.
3. Ewout W. Steyerberg
4. Gary G. Koch
5. Marinus J. C. Eijkemans
6. Alba DiCenso

Who trusts Douglas S. Lee overall

1. Peter C. Austin
2. Peter F. Schulam
3. Ewout W. Steyerberg
4. Suchi Saria
5. C. Yancy
6. Barry A. Borlaug
7. M. Gheorghiade
8. Ramachandran S. Vasan

Papers from Douglas S. Lee's perspective

Ordered by how strongly the researchers Douglas S. Lee trusts endorse each paper. Same corpus, a different order for every researcher.

1. Applied Logistic Regression: Hosmer/Applied Logistic Regression
2. Clinical Prediction Rules
3. Regression Modeling Strategies (Technometrics)
4. The measurement of observer agreement for categorical data.
5. Prognostic modelling with logistic regression analysis: a comparison of selection and estimation methods in small data sets. (Statistics in Medicine)
6. The Elements of Statistical Learning: Data Mining, Inference, and Prediction
7. Experiments with a New Boosting Algorithm
8. Propensity score estimation with boosted regression for evaluating causal effects in observational studies.
9. Boosting Algorithms: Regularization, Prediction and Model Fitting. Rejoinder.
10. Misc Functions of the Department of Statistics (e1071), TU Wien

Their papers

• Missing Data in Clinical Research: A Tutorial on Multiple Imputation (2020) — 952 citations
• Atrial Fibrillation Begets Heart Failure and Vice Versa: Temporal Associations and Differences in Preserved vs. Reduced Ejection Fraction (2016) — 680 citations
• Using methods from the data mining and machine learning literature for disease classification and prediction: A case study examining classification of heart failure sub-types (2013) — 320 citations
• Relation of Disease Pathogenesis and Risk Factors to Heart Failure With Preserved or Reduced Ejection Fraction: Insights From the Framingham Heart Study of the National Heart, Lung, and Blood Institute (2009) — 688 citations
• Outcome of heart failure with preserved ejection fraction in a population-based study. (2006) — 1,832 citations
• Rates of Hyperkalemia after Publication of the Randomized Aldactone Evaluation Study (2004) — 958 citations
• Predicting mortality among patients hospitalized for heart failure: derivation and validation of a clinical model. (2003) — 1,372 citations