TY - JOUR AU - Efron, B. AU - Hastie, T. AU - Johnstone, I. AU - Tibshirani, R. PY - 2004 DA - 2004// TI - Least angle regression JO - Ann Stat VL - 32 UR - https://doi.org/10.1214/009053604000000067 DO - 10.1214/009053604000000067 ID - Efron2004 ER - TY - STD TI - Tibshirani R. Regression shrinkage and selection via the lasso. J R Stat Soc Series B Stat Methodol. 1996;58(1):267–88. ID - ref2 ER - TY - JOUR AU - Cessie, S. L. AU - Houwelingen, J. C. V. PY - 1992 DA - 1992// TI - Ridge estimator in logistic regression JO - J R Stat Soc Ser C Appl Stat VL - 41 ID - Cessie1992 ER - TY - JOUR AU - Zou, H. AU - Hastie, T. PY - 2005 DA - 2005// TI - Regularization and variable selection via the elastic net JO - J R Stat Soc Series B Stat Methodol VL - 67 UR - https://doi.org/10.1111/j.1467-9868.2005.00503.x DO - 10.1111/j.1467-9868.2005.00503.x ID - Zou2005 ER - TY - JOUR AU - Zou, H. PY - 2006 DA - 2006// TI - The adaptive lasso and its oracle properties JO - J Am Stat Assoc VL - 101 UR - https://doi.org/10.1198/016214506000000735 DO - 10.1198/016214506000000735 ID - Zou2006 ER - TY - JOUR AU - Hoggart, C. J. AU - Whittaker, J. C. AU - De Iorio, M. AU - Balding, D. J. PY - 2008 DA - 2008// TI - Simultaneous analysis of all SNPs in genome-wide and re-sequencing association studies JO - PLoS Genet VL - 4 UR - https://doi.org/10.1371/journal.pgen.1000130 DO - 10.1371/journal.pgen.1000130 ID - Hoggart2008 ER - TY - JOUR AU - Varma, S. AU - Simon, R. PY - 2006 DA - 2006// TI - Bias in error estimation when using cross-validation for model selection JO - BMC Bioinformatics VL - 7 UR - https://doi.org/10.1186/1471-2105-7-91 DO - 10.1186/1471-2105-7-91 ID - Varma2006 ER - TY - STD TI - Kohavi R. A study of cross-validation and bootstrap for accuracy estimation and model selection. IJCAI-95. 1995:1137–43. ID - ref8 ER - TY - JOUR AU - Irvin, M. R. AU - Zhi, D. AU - Joehanes, R. AU - Mendelson, M. AU - Aslibekyan, S. AU - Claas, S. A. AU - Thibeault, K. S. AU - Patel, N. AU - Day, K. AU - Jones, L. W. PY - 2014 DA - 2014// TI - Epigenome-wide association study of fasting blood lipids in the genetics of lipid- lowering drugs and diet network study JO - Circulation VL - 130 UR - https://doi.org/10.1161/CIRCULATIONAHA.114.009158 DO - 10.1161/CIRCULATIONAHA.114.009158 ID - Irvin2014 ER - TY - JOUR AU - Kwiterovich, P. O. PY - 2000 DA - 2000// TI - The metabolic pathways of high-density lipoprotein, low-density lipoprotein, and triglycerides: a current review JO - Am J Cardiol VL - 86 UR - https://doi.org/10.1016/S0002-9149(00)01461-2 DO - 10.1016/S0002-9149(00)01461-2 ID - Kwiterovich2000 ER - TY - JOUR AU - Miller, M. AU - Stone, N. J. AU - Ballantyne, C. AU - Bittner, V. AU - Criqui, M. H. AU - Ginsberg, H. N. AU - Goldberg, A. C. AU - Howard, W. J. AU - Jacobson, M. S. AU - Kris-Etherton, P. M. PY - 2011 DA - 2011// TI - Triglycerides and cardiovascular disease: a scientific statement from the American Heart Association JO - Circulation VL - 123 UR - https://doi.org/10.1161/CIR.0b013e3182160726 DO - 10.1161/CIR.0b013e3182160726 ID - Miller2011 ER - TY - JOUR AU - Willer, C. J. AU - Schmidt, E. M. AU - Sengupta, S. AU - Peloso, G. M. AU - Gustafsson, S. AU - Kanoni, S. AU - Ganna, A. AU - Chen, J. AU - Buchkovich, M. L. AU - Mora, S. PY - 2013 DA - 2013// TI - Discovery and refinement of loci associated with lipid levels JO - Nat Genet VL - 45 UR - https://doi.org/10.1038/ng.2797 DO - 10.1038/ng.2797 ID - Willer2013 ER - TY - STD TI - Turner S, Armstrong LL, Bradford Y, Carlson CS, Crawford DC, Crenshaw AT, de Andrade M, Doheny KF, Haines JL, Hayes G, et al.: Quality control procedures for genome wide association studies. Curr Protoc Hum Genet 2011; Chapter 1: Unit 1.19. ID - ref13 ER - TY - JOUR AU - Purcell, S. AU - Neale, B. AU - Todd-Brown, K. AU - Thomas, L. AU - Ferreira, M. A. AU - Bender, D. AU - Maller, J. AU - Sklar, P. AU - de Bakker, P. I. AU - Daly, M. J. PY - 2007 DA - 2007// TI - PLINK: a toolset for whole-genome association and population-based linkage analysis JO - Am J Hum Genet VL - 81 UR - https://doi.org/10.1086/519795 DO - 10.1086/519795 ID - Purcell2007 ER -