Regression shrinkage and selection via the lasso: a retrospective
Tibshirani, Robert
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.06.2011)
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.06.2011)
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Journal Article
Statistical learning and selective inference
Taylor, Jonathan, Robert J. Tibshirani
Published in Proceedings of the National Academy of Sciences - PNAS (23.06.2015)
Published in Proceedings of the National Academy of Sciences - PNAS (23.06.2015)
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Journal Article
Regularization Paths for Generalized Linear Models via Coordinate Descent
Friedman, Jerome, Hastie, Trevor, Tibshirani, Rob
Published in Journal of statistical software (2010)
Published in Journal of statistical software (2010)
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Journal Article
Exact Post-Selection Inference for Sequential Regression Procedures
Tibshirani, Ryan J., Taylor, Jonathan, Lockhart, Richard, Tibshirani, Robert
Published in Journal of the American Statistical Association (01.06.2016)
Published in Journal of the American Statistical Association (01.06.2016)
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Journal Article
Autoantibody epitope spreading in the pre-clinical phase predicts progression to rheumatoid arthritis
Sokolove, Jeremy, Bromberg, Reuven, Deane, Kevin D, Lahey, Lauren J, Derber, Lezlie A, Chandra, Piyanka E, Edison, Jess D, Gilliland, William R, Tibshirani, Robert J, Norris, Jill M, Holers, V Michael, Robinson, William H
Published in PloS one (25.05.2012)
Published in PloS one (25.05.2012)
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Journal Article
High-dimensional regression adjustments in randomized experiments
Wager, Stefan, Du, Wenfei, Taylor, Jonathan, Tibshirani, Robert J.
Published in Proceedings of the National Academy of Sciences - PNAS (08.11.2016)
Published in Proceedings of the National Academy of Sciences - PNAS (08.11.2016)
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Journal Article
Increasing value and reducing waste in research design, conduct, and analysis
Ioannidis, John P A, Prof, Greenland, Sander, Prof, Hlatky, Mark A, Prof, Khoury, Muin J, MD, Macleod, Malcolm R, Prof, Moher, David, Prof, Schulz, Kenneth F, Prof, Tibshirani, Robert, Prof
Published in The Lancet (British edition) (11.01.2014)
Published in The Lancet (British edition) (11.01.2014)
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Journal Article
Penalized classification using Fisher's linear discriminant
Witten, Daniela M., Tibshirani, Robert
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.11.2011)
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.11.2011)
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Journal Article
Systems analysis of sex differences reveals an immunosuppressive role for testosterone in the response to influenza vaccination
Furman, David, Hejblum, Boris P., Simon, Noah, Jojic, Vladimir, Dekker, Cornelia L., Thiébaut, Rodolphe, Tibshirani, Robert J., Davis, Mark M.
Published in Proceedings of the National Academy of Sciences - PNAS (14.01.2014)
Published in Proceedings of the National Academy of Sciences - PNAS (14.01.2014)
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Journal Article
A Framework for Feature Selection in Clustering
Witten, Daniela M., Tibshirani, Robert
Published in Journal of the American Statistical Association (01.06.2010)
Published in Journal of the American Statistical Association (01.06.2010)
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Journal Article
Diagnosis of prostate cancer by desorption electrospray ionization mass spectrometric imaging of small metabolites and lipids
Banerjee, Shibdas, Zare, Richard N., Tibshirani, Robert J., Kunder, Christian A., Nolley, Rosalie, Fan, Richard, Brooks, James D., Sonn, Geoffrey A.
Published in Proceedings of the National Academy of Sciences - PNAS (28.03.2017)
Published in Proceedings of the National Academy of Sciences - PNAS (28.03.2017)
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Journal Article
Some methods for heterogeneous treatment effect estimation in high dimensions
Powers, Scott, Qian, Junyang, Jung, Kenneth, Schuler, Alejandro, Shah, Nigam H., Hastie, Trevor, Tibshirani, Robert
Published in Statistics in medicine (20.05.2018)
Published in Statistics in medicine (20.05.2018)
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Journal Article
Metabolic Dynamics and Prediction of Gestational Age and Time to Delivery in Pregnant Women
Liang, Liang, Rasmussen, Marie-Louise Hee, Piening, Brian, Shen, Xiaotao, Chen, Songjie, Röst, Hannes, Snyder, John K., Tibshirani, Robert, Skotte, Line, Lee, Norman CY, Contrepois, Kévin, Feenstra, Bjarke, Zackriah, Hanyah, Snyder, Michael, Melbye, Mads
Published in Cell (25.06.2020)
Published in Cell (25.06.2020)
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Journal Article
Genetics of 35 blood and urine biomarkers in the UK Biobank
Sinnott-Armstrong, Nasa, Tanigawa, Yosuke, Amar, David, Mars, Nina, Benner, Christian, Aguirre, Matthew, Venkataraman, Guhan Ram, Wainberg, Michael, Ollila, Hanna M., Kiiskinen, Tuomo, Havulinna, Aki S., Pirruccello, James P., Qian, Junyang, Shcherbina, Anna, Rodriguez, Fatima, Assimes, Themistocles L., Agarwala, Vineeta, Tibshirani, Robert, Hastie, Trevor, Ripatti, Samuli, Pritchard, Jonathan K., Daly, Mark J., Rivas, Manuel A.
Published in Nature genetics (01.02.2021)
Published in Nature genetics (01.02.2021)
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Journal Article
Post-infusion CAR TReg cells identify patients resistant to CD19-CAR therapy
Good, Zinaida, Spiegel, Jay Y., Sahaf, Bita, Malipatlolla, Meena B., Ehlinger, Zach J., Kurra, Sreevidya, Desai, Moksha H., Reynolds, Warren D., Wong Lin, Anita, Vandris, Panayiotis, Wu, Fang, Prabhu, Snehit, Hamilton, Mark P., Tamaresis, John S., Hanson, Paul J., Patel, Shabnum, Feldman, Steven A., Frank, Matthew J., Baird, John H., Muffly, Lori, Claire, Gursharan K., Craig, Juliana, Kong, Katherine A., Wagh, Dhananjay, Coller, John, Bendall, Sean C., Tibshirani, Robert J., Plevritis, Sylvia K., Miklos, David B., Mackall, Crystal L.
Published in Nature medicine (01.09.2022)
Published in Nature medicine (01.09.2022)
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Journal Article