Big data challenges in genomics
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[1] Michael Q. Zhang,et al. Integrative analysis of 111 reference human epigenomes , 2015, Nature.
[2] M. Eileen Dolan,et al. A genome-wide approach to identify genetic variants that contribute to etoposide-induced cytotoxicity , 2007, Proceedings of the National Academy of Sciences.
[3] Chris Sander,et al. Time to Recurrence and Survival in Serous Ovarian Tumors Predicted from Integrated Genomic Profiles , 2011, PloS one.
[4] D. Pe’er,et al. An Integrated Approach to Uncover Drivers of Cancer , 2010, Cell.
[5] E. George,et al. Journal of the American Statistical Association is currently published by American Statistical Association. , 2007 .
[6] M. Stephens,et al. fastSTRUCTURE: Variational Inference of Population Structure in Large SNP Data Sets , 2014, Genetics.
[7] D. Altshuler,et al. A map of human genome variation from population-scale sequencing , 2010, Nature.
[8] P. Donnelly,et al. Inference of population structure using multilocus genotype data. , 2000, Genetics.
[9] G. Kitagawa,et al. Akaike Information Criterion Statistics , 1988 .
[10] Steven P. Lund,et al. A Bayesian Integrative Genomic Model for Pathway Analysis of Complex Traits , 2012, Genetic epidemiology.
[11] J. Brookfield,et al. Positive identification of an immigration test-case using human DNA fingerprints , 1985, Nature.
[12] R. Fleischmann,et al. Whole-genome random sequencing and assembly of Haemophilus influenzae Rd. , 1995, Science.
[13] Shiwei Duan,et al. Genetic variants associated with carboplatin-induced cytotoxicity in cell lines derived from Africans , 2008, Molecular Cancer Therapeutics.
[14] J. Castle,et al. An integrative genomics approach to infer causal associations between gene expression and disease , 2005, Nature Genetics.
[15] Paul T. Groth,et al. The ENCODE (ENCyclopedia Of DNA Elements) Project , 2004, Science.
[16] Xiaoling Wang,et al. Differential methylation tests of regulatory regions , 2016, Statistical applications in genetics and molecular biology.
[17] David H. Alexander,et al. Fast model-based estimation of ancestry in unrelated individuals. , 2009, Genome research.
[18] J. Bonfield,et al. Finishing the euchromatic sequence of the human genome , 2004, Nature.
[19] B. Barrell,et al. Life with 6000 Genes , 1996, Science.
[20] N. Risch,et al. Estimation of individual admixture: Analytical and study design considerations , 2005, Genetic epidemiology.
[21] Marzia A. Cremona,et al. Functional data analysis for computational biology , 2019, Bioinform..
[22] Siuli Mukhopadhyay,et al. Variable selection method for quantitative trait analysis based on parallel genetic algorithm , 2010, Annals of human genetics.
[23] Swee Lay Thein,et al. Hypervariable ‘minisatellite’ regions in human DNA , 1985, Nature.
[24] M. Ritchie,et al. Methods of integrating data to uncover genotype–phenotype interactions , 2015, Nature Reviews Genetics.
[25] P. Park. ChIP–seq: advantages and challenges of a maturing technology , 2009, Nature Reviews Genetics.
[26] Ju Han Kim,et al. Synergistic effect of different levels of genomic data for cancer clinical outcome prediction , 2012, J. Biomed. Informatics.
[27] The Arabidopsis Genome Initiative. Analysis of the genome sequence of the flowering plant Arabidopsis thaliana , 2000, Nature.
[28] Jens Bollerslev,et al. Shape information from glucose curves: Functional data analysis compared with traditional summary measures , 2013, BMC Medical Research Methodology.
[29] Bernhard Schölkopf,et al. Learning with Local and Global Consistency , 2003, NIPS.
[30] Sean R. Davis,et al. NCBI GEO: archive for functional genomics data sets—update , 2012, Nucleic Acids Res..
[31] Allan Gottlieb,et al. Highly parallel computing , 1989, Benjamin/Cummings Series in computer science and engineering.
[32] M. Spitz,et al. Shifting paradigm of association studies: value of rare single-nucleotide polymorphisms. , 2008, American journal of human genetics.
[33] D. Reich,et al. Principal components analysis corrects for stratification in genome-wide association studies , 2006, Nature Genetics.
[34] W. B. Johnson,et al. Extensions of Lipschitz mappings into Hilbert space , 1984 .