Why significant variables aren’t automatically good predictors
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H. Chernoff | S. Lo | T. Zheng | Adeline Lo
[1] Yudong D. He,et al. Gene expression profiling predicts clinical outcome of breast cancer , 2002, Nature.
[2] Isabelle Guyon,et al. An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..
[3] Yuichi Mori,et al. Handbook of Computational Statistics , 2004 .
[4] I. Welch,et al. A Comprehensive Look at the Empirical Performance of Equity Premium Prediction II , 2004, SSRN Electronic Journal.
[5] Tian Zheng,et al. A demonstration and findings of a statistical approach through reanalysis of inflammatory bowel disease data. , 2004, Proceedings of the National Academy of Sciences of the United States of America.
[6] Tian Zheng,et al. Backward Genotype-Trait Association (BGTA)-Based Dissection of Complex Traits in Case-Control Designs , 2006, Human Heredity.
[7] Pedro Larrañaga,et al. Bioinformatics Advance Access published August 24, 2007 A review of feature selection techniques in bioinformatics , 2022 .
[8] Pär Stattin,et al. Cumulative association of five genetic variants with prostate cancer. , 2008, The New England journal of medicine.
[9] Cornelia M van Duijn,et al. Genome-based prediction of common diseases: advances and prospects. , 2008, Human molecular genetics.
[10] Herman Chernoff,et al. Discovering interactions among BRCA1 and other candidate genes associated with sporadic breast cancer , 2008, Proceedings of the National Academy of Sciences.
[11] Daniel E. Weeks,et al. Interpretation of Genetic Association Studies: Markers with Replicated Highly Significant Odds Ratios May Be Poor Classifiers , 2009, PLoS genetics.
[12] E. Dougherty,et al. Performance of feature-selection methods in the classification of high-dimension data , 2009, Pattern Recognit..
[13] Bruce D. Phelps. A Comprehensive Look at the Empirical Performance of Equity Premium Prediction , 2009 .
[14] D. Clayton. Prediction and Interaction in Complex Disease Genetics: Experience in Type 1 Diabetes , 2009, PLoS genetics.
[15] Herman Chernoff,et al. Discovering influential variables: A method of partitions , 2009, 1009.5744.
[16] Kristin M. Bakke,et al. The perils of policy by p-value: Predicting civil conflicts , 2010 .
[17] Daniel Gianola,et al. Predicting genetic predisposition in humans: the promise of whole-genome markers , 2010, Nature Reviews Genetics.
[18] Verónica Bolón-Canedo,et al. A review of feature selection methods on synthetic data , 2013, Knowledge and Information Systems.
[19] Tian Zheng,et al. Interaction-based feature selection and classification for high-dimensional biological data , 2012, Bioinform..
[20] Predicting the influence of common variants , 2013, Nature Genetics.
[21] P. Almgren,et al. Chromosome 9p21 genetic variation explains 13% of cardiovascular disease incidence but does not improve risk prediction , 2013, Journal of internal medicine.