WEIGHTED LASSO IN GRAPHICAL GAUSSIAN MODELING FOR LARGE GENE NETWORK ESTIMATION BASED ON MICROARRAY DATA - YAMAGUCHI, RUI; IMOTO, SEIYA; SHIMAMURA, TEPPEI; MIYANO, SATORU (Genome Informatics, 2007)
Keywords: Algorithms; Arabidopsis - genetics; Bayes Theorem; Computational Biology - methods; Computer Simulation; DNA Microarray Data; Empirical Bayes; Gene Expression Profiling; Gene Regulatory Networks; Genes, Plant; Graphical Modeling; L1-Regularization; Large Gene Network; Lasso; Likelihood Functions; Models, Statistical; Monte Carlo Method; Normal Distribution; Oligonucleotide Array Sequence Analysis - instrumentation; Oligonucleotide Array Sequence Analysis - methods