M. Pepe
Statistics and Probability · 2000–2015
A researcher in the Science corpus: 10 papers; trusts 5 researchers and is trusted by 43 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 17 citations into it; #944 of 12,932 by trust here, #967 by citations
- Evaluation & Benchmarks — 6 citations into it
- Economics and Econometrics — 5 citations into it
Whom M. Pepe trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Peihua Qiu
- Nancy R. Cook
- Jerome H. Friedman
- R. Fisher
- David Ruppert
- Laurence S. Magder
- Tapabrata Maiti
- James A. Hanley
- Arthur P. Dempster
- Elizabeth R. DeLong
Who trusts M. Pepe overall
- Michael C. Sachs
- David J. Hand
- Ping Wang
- Peter B. Imrey
- Malgorzata Roos
- Christopher D. Brown
- Camilla Calì
- Paolo Sonego
- Kendrick Boyd
- P. Ridker
Papers from M. Pepe's perspective
Ordered by how strongly the researchers M. Pepe trusts endorse each paper. Same corpus, a different order for every researcher.
- The Statistical Evaluation of Medical Tests for Classification and Prediction
- Use and Misuse of the Receiver Operating Characteristic Curve in Risk Prediction (Circulation)
- Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond (Statistics in Medicine)
- THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Signal detection theory and psychophysics
- Special Invited Paper-Additive logistic regression: A statistical view of boosting
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- Serum protein fingerprinting coupled with a pattern-matching algorithm distinguishes prostate cancer from benign prostate hyperplasia and healthy men. (Cancer Research)
- Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers (Statistics in Medicine)
Their papers
- Limitations of the odds ratio in gauging the performance of a diagnostic, prognostic, or screening marker. (2004) — 1,337 citations
- The Statistical Evaluation of Medical Tests for Classification and Prediction (2003) — 1,564 citations
- Net Reclassification Indices for Evaluating Risk-Prediction Instruments: A Critical Review (2014) — 432 citations
- Time‐Dependent ROC Curves for Censored Survival Data and a Diagnostic Marker (2000) — 2,631 citations
- Phases of biomarker development for early detection of cancer. (2001) — 1,655 citations
- Partially Supervised Learning Using an EM‐Boosting Algorithm (2004) — 19 citations
- Further insight into the incremental value of new markers: the interpretation of performance measures and the importance of clinical context. (2012) — 37 citations
- Diagnostic Concordance Among Pathologists Interpreting Breast Biopsy Specimens (2015) — 707 citations
- Estimation and Comparison of Receiver Operating Characteristic Curves (2009) — 311 citations
- Pivotal Evaluation of the Accuracy of a Biomarker Used for Classification or Prediction: Standards for Study Design (2008) — 688 citations