Cross-validated Cox regression on microarray gene expression data
作者： Hans C. van Houwelingen , Tako Bruinsma , Augustinus A. M. Hart , Laura J. van't Veer , Lodewyk F. A. Wessels
DOI: 10.1002/SIM.2353
关键词:
摘要: … on the basis of their univariate significance obtained from Cox regression with a single … way with coe cients proportional to the univariate regression coe cient. This comes very close to …
sci-hub.se 参考文章(22)
Robert Tibshirani, Trevor Hastie, Jerome H. Friedman, The Elements of Statistical Learning ,(2001)
Melanie M. Wall, Ruifeng Li, Comparison of multiple regression to two latent variable techniques for estimation and prediction Statistics in Medicine. ,vol. 22, pp. 3671- 3685 ,(2003) , 10.1002/SIM.1588
J. C. Van Houwelingen, S. Le Cessie, Predictive value of statistical models Statistics in Medicine. ,vol. 9, pp. 1303- 1325 ,(1990) , 10.1002/SIM.4780091109
Pierre J. M. Verweij, Hans C. Van Houwelingen, Penalized likelihood in Cox regression Statistics in Medicine. ,vol. 13, pp. 2427- 2436 ,(1994) , 10.1002/SIM.4780132307
Rolf Sundberg, Multivariate Calibration — Direct and Indirect Regression Methodology Scandinavian Journal of Statistics. ,vol. 26, pp. 161- 207 ,(1999) , 10.1111/1467-9469.00144
D. A. Stephens, R. D. Fisch, Bayesian Analysis of Quantitative Trait Locus Data Using Reversible Jump Markov Chain Monte Carlo Biometrics. ,vol. 54, pp. 1334- 1347 ,(1998) , 10.2307/2533661
Robert Tibshirani, Trevor Hastie, Berwin A. Turlach, Bradley Efron, Jean Michel Loubes, Jean Michel Loubes, Hemant Ishwaran, Robert A. Stine, Keith Knight, Sanford Weisberg, Saharon Rosset, Saharon Rosset, Iain Johnstone, Pascal Massart, Pascal Massart, David Madigan, J. I. Zhu, Greg Ridgeway, Greg Ridgeway, Least angle regression Annals of Statistics. ,vol. 32, pp. 407- 499 ,(2004) , 10.1214/009053604000000067
Y. Pawitan, J. Bjöhle, S. Wedren, K. Humphreys, L. Skoog, F. Huang, L. Amler, P. Shaw, P. Hall, J. Bergh, Gene expression profiling for prognosis using Cox regression. Statistics in Medicine. ,vol. 23, pp. 1767- 1780 ,(2004) , 10.1002/SIM.1769
S. Le Cessie, J. C. Van Houwelingen, Ridge Estimators in Logistic Regression Applied statistics. ,vol. 41, pp. 191- 201 ,(1992) , 10.2307/2347628
T. R. Golub, D. K. Slonim, P. Tamayo, C. Huard, M. Gaasenbeek, J. P. Mesirov, H. Coller, M. L. Loh, J. R. Downing, M. A. Caligiuri, C. D. Bloomfield, E. S. Lander, Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. Science. ,vol. 286, pp. 531- 537 ,(1999) , 10.1126/SCIENCE.286.5439.531