Tianxi Cai
Statistics and Probability · 2000–2015
A researcher in the Science corpus: 12 papers; trusts 9 researchers and is trusted by 1 researcher here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 30 citations into it; #11,685 of 12,932 by trust here, #3,609 by citations
- Economics and Econometrics — 8 citations into it
- Management Science and Operations Research — 5 citations into it
Whom Tianxi Cai trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Robert Tibshirani
- Hui Zou
- Trevor J. Hastie
- Colin L. Mallows
- Michael J. Pencina
- Peter M. Rothwell
- Jerome H. Friedman
- Alan R. Aronson
- Joseph E. Yukich
- Ralph B. D’Agostino
Who trusts Tianxi Cai overall
Papers from Tianxi Cai's perspective
Ordered by how strongly the researchers Tianxi Cai trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- The Adaptive Lasso and Its Oracle Properties
- Regularization Paths for Generalized Linear Models via Coordinate Descent
- Some Comments on Cp
- What Are Degrees of Freedom
- Estimation of the Mean of a Multivariate Normal Distribution
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- Term-Weighting Approaches in Automatic Text Retrieval
- Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program
Their papers
- Semiparametric regression analysis for clustered failure time data (2000) — 96 citations
- Analysis of randomized comparative clinical trial data for personalized treatment selections. (2011) — 276 citations
- Toward high-throughput phenotyping: unbiased automated feature extraction and selection from knowledge sources (2015) — 162 citations
- Development of phenotype algorithms using electronic medical records and incorporating natural language processing (2015) — 269 citations
- On the C-statistics for Evaluating Overall Adequacy of Risk Prediction Procedures with Censored Survival Data (2011) — 1,473 citations
- Methods to Develop an Electronic Medical Record Phenotype Algorithm to Compare the Risk of Coronary Artery Disease across 3 Chronic Disease Cohorts (2015) — 85 citations
- Autoantibodies, autoimmune risk alleles and clinical associations in rheumatoid arthritis cases and non-RA controls in the electronic medical records (2013) — 99 citations
- Portability of an algorithm to identify rheumatoid arthritis in electronic health records (2012) — 230 citations
- A unified inference procedure for a class of measures to assess improvement in risk prediction systems with survival data (2012) — 376 citations
- Electronic medical records for discovery research in rheumatoid arthritis (2010) — 329 citations
- Initial evaluation of coronary images from 320-detector row computed tomography (2008) — 606 citations
- Model evaluation based on the sampling distribution of estimated absolute prediction error (2007) — 93 citations