Fetching the paper…
Reading the bibliography…
Understanding how features interact with each other is of paramount importance in many scientific discoveries and contemporary applications.
Hoeffding, W. (1963), “Probability inequalities for sums of bounded random variables,” Journal of the American Statistical Association
1963
Earlier work this paper cites.
Breiman, L. (1995), “Better subset regression using the nonnegative garrote,” Technometrics
1995
Earlier work this paper cites.
Tibshirani, R. (1996), “Regression shrinkage and selection via the Lasso,” Journal of the Royal Statistical Society
1996
Earlier work this paper cites.
van der Vaart, A. and Wellner, J. A. (1996), Weak Convergence and Empirical Processes: With Applications to Statistics
1996
Earlier work this paper cites.
Wolfgang, C. D., Essand, M., Vincent, J. J., Lee, B. and Pastan, I. (2000), “TARP: a nuclear protein expressed in prostate and breast cancer cells derived from an alternate reading frame of the T cell receptor gamma chain locus,” Proceedings of the National Academy of Sciences
2000
Earlier work this paper cites.
Fan, J. and Li, R. (2001), “Variable selection via nonconcave penalized likelihood and its oracle properties,” Journal of the American Statistical Association
2001
Earlier work this paper cites.
Ritchie, M. D., Hahn, L. W., Roodi, N., Bailey, R., Dupont, W. D., Parl, F. F. and Moore, J. H. (2001), “Multifactor-dimensionality reduction reveals high-order interactions among estrogen-metabolism genes in sporadic breast cancer,” The American Journal of Human Genetics
2001
Earlier work this paper cites.
Culverhouse, R., Suarez, B. K., Lin, J. and Reich, T. (2002), “A perspective on epistasis: limits of models displaying no main effect,” The American Journal of Human Genetics
2002
Earlier work this paper cites.
Singh, D., Febbo, P. G., Ross, K., Jackson, D. G., Manola, J., Ladd, C., Tamayo, P., Renshaw, A. A., D’Amico, A. V., Richie, J. P., Lander, E. S., Loda, M., Kantoff, P. W., Golub, T. R. and Sellers, W. R. (2002), “Gene expression correlates of clinical prostate cancer behavior,” Cancer Cell
2002
Earlier work this paper cites.
Cheng, W. S., Giandomenico, V., Pastan, I. and Essand, M. (2003), “Characterization of the androgen-regulated prostate-specific T cell receptor gamma-chain alternate reading frame protein (TARP) promoter,” Endocrinology
2003
Earlier work this paper cites.
Oh, S., Terabe, M., Pendleton, C. D., Bhattacharyya, A., Bera, T. K., Epel, M., Reiter, Y., Phillips, J., Linehan, W. M., Kasten-Sportes, C., Pastan, I. and Berzofsky, J. A. (2004), “Human CTLs to wild-type and enhanced epitopes of a novel prostate and breast tumor-associated protein, TARP, lyse human breast cancer cells,” Cancer Research
2004
Earlier work this paper cites.
Xu, J., Langefeld, C. D., Zheng, S. L., Gillanders, E. M., Chang, B.-L., Isaacs, S. D. and others (2004), “Interaction effect of PTEN and CDKN1B chromosomal regions on prostate cancer linkage,” Human Genetics
2004
Earlier work this paper cites.
Hunter, D. J. (2005), “Gene–environment interactions in human diseases,” Nature Reviews Genetics
2005
Earlier work this paper cites.
Zou, H. and Hastie, T. (2005), “Regularization and variable selection via the elastic net,” Journal of the Royal Statistical Society
2005
Earlier work this paper cites.
Saleem, M., Kweon, M. H., Johnson, J. J., Adhami, V. M., Elcheva, I., Khan, N., Bin Hafeez, B., Bhat, K. M., Sarfaraz, S., Reagan-Shaw, S., Spiegelman, V. S., Setaluri, V. and Mukhtar, H. (2006), “S100A4 accelerates tumorigenesis and invasion of human prostate cancer through the transcriptional regulation of matrix metalloproteinase 9,” Proceedings of the National Academy of Sciences
2006
Earlier work this paper cites.
Zou, H. (2006), “The adaptive lasso and its oracle properties,” Journal of the American Statistical Association
2006
Earlier work this paper cites.
Candes, E. and Tao, T. (2007), “The Dantzig selector: Statistical estimation when p p is much larger than n n ,” The Annals of Statistics
2007
Earlier work this paper cites.
Musani, S. K., Shriner, D., Liu, N., Feng, R., Coffey, C. S., Yi, N., Tiwari, H. K. and Allison, D. B. (2007), “Detection of gene × \times gene interactions in genome-wide association studies of human population data,” Human Heredity
2007
Cited alongside, same era.
Fan, J. and Fan, Y. (2008), “High dimensional classification using features annealed independence rules,” The Annals of Statistics
2008
Cited alongside, same era.
Fan, J. and Lv, J. (2008), “Sure independence screening for ultrahigh dimensional feature space” (with discussion), Journal of the Royal Statistical Society
2008
Cited alongside, same era.
Klezovitch, O., Risk, M., Coleman, I., Lucas, J. M., Null, M., True, L. D., Nelson, P. S. and Vasioukhin, V.(2008), “A causal role for ERG in neoplastic transformation of prostate epithelium,” Proceedings of the National Academy of Sciences
2008
Cited alongside, same era.
Hillerdal, V., Nilsson, B., Carlsson, B., Eriksson, F. and Essand, M. (2012), “T cells engineered with a T cell receptor against the prostate antigen TARP specifically kill HLA-A2+ prostate and breast cancer cells,” Proceedings of the National Academy of Sciences
2012
Later among the works it cites.
Li, R., Zhong, W. and Zhu, L. (2012), “Feature screening via distance correlation learning,” Journal of the American Statistical Association
2012
Later among the works it cites.
Bien, J., Taylor, J. and Tibshirani, R. (2013), “A lasso for hierarchical interactions,” The Annals of Statistics
2013
Later among the works it cites.
Chang, J., Tang, C. Y. and Wu, Y. (2013), “Marginal empirical likelihood and sure independence feature screening,” The Annals of Statistics
2013
Later among the works it cites.
He, X., Wang, L. and Hong, H. G. (2013), “Quantile-adaptive model-free variable screening for high-dimensional heterogeneous data,” The Annals of Statistics
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Schwender, H. and Ickstadt, K. (2008), “Identification of SNP interactions using logic regression,” Biostatistics
2008
Cited alongside, same era.
Bickel, P. J., Ritov, Y. and Tsybakov, A. B. (2009), “Simultaneous analysis of lasso and dantzig selector,” The Annals of Statistics
2009
Cited alongside, same era.
Cordell, H. J. (2009), “Detecting gene–gene interactions that underlie human diseases,” Nature Reviews Genetics
2009
Cited alongside, same era.
Lv, J. and Fan, Y. (2009), “A unified approach to model selection and sparse recovery using regularized least squares,” The Annals of Statistics
2009
Cited alongside, same era.
Yuan, M., Joseph, V. R. and Zou, H. (2009), “Structured variable selection and estimation,” Annals of Applied Statistics
2009
Cited alongside, same era.
Choi, N. H., Li, W. and Zhu, J. (2010), “Variable selection with the strong heredity constraint and its oracle property,” Journal of the American Statistical Association
2010
Cited alongside, same era.
Fan, J. and Song, R. (2010), “Sure independence screening in generalized linear models with NP-dimensionality,” The Annals of Statistics
2010
Cited alongside, same era.
Furusato, B., Tan, S. H., Young, D., Dobi, A., Sun, C., Mohamed, A. A., Thangapazham, R., Chen, Y., McMaster, G., Sreenath, T., Petrovics, G., McLeod, D. G., Srivastava, S. and Sesterhenn, I. A. (2010), “ERG oncoprotein expression in prostate cancer: clonal progression of ERG-positive tumor cells and potential for ERG-based stratification,” Prostate Cancer and Prostatic Diseases
2010
Cited alongside, same era.
2013
Later among the works it cites.
McCarthy, N. (2013), “Prostate cancer: understanding why,” Nature Reviews Cancer
2013
Later among the works it cites.
Cheng, M. Y, Honda, T., Li, J. and Peng, H. (2014), “Nonparametric independence screening and structural identification for ultra-high dimensional longitudinal data,” The Annals of Statistics
2014
Later among the works it cites.
Fan, Y. and Lv, J. (2014), “Asymptotic properties for combined L 1 L_{1} and concave regularization,” Biometrika
2014
Later among the works it cites.
Hall, P. and Xue, J.-H. (2014), “On selecting interacting features from high-dimensional data,” Computational Statistics and Data Analysis
2014
Later among the works it cites.
Hao, N. and Zhang, H. H. (2014), “Interaction screening for ultra-high dimensional data,” Journal of the American Statistical Association
2014
Later among the works it cites.
Jiang, B. and Liu, J. S. (2014), “Variable selection for general index models via sliced inverse regression,” The Annals of Statistics
2014
Later among the works it cites.
Shao, X. and Zhang, J. (2014), “Martingale difference correlation and its use in high-dimensional variable screening,” Journal of the American Statistical Association
2014
Later among the works it cites.
Cui, H., Li, R. and Zhong, W. (2015), “Model-free feature screening for ultrahigh dimensional discriminant analysis,” Journal of the American Statistical Association
2015
Later among the works it cites.
2015
Later among the works it cites.
Barut, E., Fan, J. and Verhasselt, A. (2016), “Conditional sure independence screening,” Journal of American Statistical Association
2016
Closest in time.
Fan, J., Samworth, R. and Wu, Y. (2009), “Ultrahigh dimensional feature selection: beyond the linear model,” Journal of Machine Learning Research
2038
Closest in time.