Saharon Rosset, Ph.D.
Affiliations: | 2003 | Stanford University, Palo Alto, CA |
Area:
Statistics and Biostatistics (HRP)Google:
"Saharon Rosset"Mean distance: 26716.5
Parents
Sign in to add mentor| Trevor Hastie | grad student | 2003 | Stanford | |
| (Topics in regularization and boosting.) | ||||
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Publications
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| Hastie T, Montanari A, Rosset S, et al. (2022) SURPRISES IN HIGH-DIMENSIONAL RIDGELESS LEAST SQUARES INTERPOLATION. Annals of Statistics. 50: 949-986 |
| Abadi S, Avram O, Rosset S, et al. (2020) ModelTeller: model selection for optimal phylogenetic reconstruction using machine learning. Molecular Biology and Evolution |
| Fisher E, Schweiger R, Rosset S. (2020) Efficient Construction of Test Inversion Confidence Intervals Using Quantile Regression Journal of Computational and Graphical Statistics. 29: 140-148 |
| Rabinowicz A, Rosset S. (2020) Cross-Validation for Correlated Data Journal of the American Statistical Association. 1-14 |
| Rosset S, Tibshirani RJ. (2020) From Fixed-X to Random-X Regression: Bias-Variance Decompositions, Covariance Penalties, and Prediction Error Estimation Journal of the American Statistical Association. 115: 138-151 |
| Tibshirani RJ, Rosset S. (2019) Excess Optimism: How Biased is the Apparent Error of an Estimator Tuned by SURE? Journal of the American Statistical Association. 114: 697-712 |
| Painsky A, Rosset S. (2019) Lossless Compression of Random Forests Journal of Computer Science and Technology. 34: 494-506 |
| Schweiger R, Fisher E, Weissbrod O, et al. (2018) Detecting heritable phenotypes without a model using fast permutation testing for heritability and set-tests. Nature Communications. 9: 4919 |
| Levinstein Hallak K, Tzur S, Rosset S. (2018) Big data analysis of human mitochondrial DNA substitution models: a regression approach. Bmc Genomics. 19: 759 |
| Weissbrod O, Flint J, Rosset S. (2018) Estimating SNP-Based Heritability and Genetic Correlation in Case-Control Studies Directly and with Summary Statistics. American Journal of Human Genetics. 103: 89-99 |