Differential networking with path weights in Gaussian trees
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[1] Vincent Y. F. Tan,et al. Learning Latent Tree Graphical Models , 2010, J. Mach. Learn. Res..
[2] C. N. Liu,et al. Approximating discrete probability distributions with dependence trees , 1968, IEEE Trans. Inf. Theory.
[3] David Edwards,et al. Selecting high-dimensional mixed graphical models using minimal AIC or BIC forests , 2010, BMC Bioinformatics.
[4] N. L. Johnson,et al. Multivariate Analysis , 1958, Nature.
[5] Robert Castelo,et al. Mapping eQTL Networks with Mixed Graphical Markov Models , 2014, Genetics.
[6] S. E. Ahmed,et al. Univariate and Multivariate General Linear Models—Theory and Applications With SAS , 2008, Technometrics.
[7] Steffen L. Lauritzen,et al. Graphical models in R , 1996 .
[8] H. Hotelling. Relations Between Two Sets of Variates , 1936 .
[9] William W. Rozeboom,et al. Linear correlations between sets of variables , 1965, Psychometrika.
[10] M. Robinson,et al. A scaling normalization method for differential expression analysis of RNA-seq data , 2010, Genome Biology.
[11] N. H. Timm. Applied Multivariate Analysis , 2002 .
[12] Michael A. West,et al. Covariance decomposition in undirected Gaussian graphical models , 2005 .
[13] S. Chatterjee,et al. Regression Analysis by Example , 1979 .
[14] A. G. de la Fuente. From 'differential expression' to 'differential networking' - identification of dysfunctional regulatory networks in diseases. , 2010, Trends in genetics : TIG.
[15] S. Lauritzen,et al. Maximum likelihood estimation in Gaussian models under total positivity , 2017, The Annals of Statistics.
[16] A. Roverato,et al. The networked partial correlation and its application to the analysis of genetic interactions , 2015, 1510.02510.
[17] G. Barton,et al. How many biological replicates are needed in an RNA-seq experiment and which differential expression tool should you use? , 2015, RNA.
[18] Patrick Danaher,et al. The joint graphical lasso for inverse covariance estimation across multiple classes , 2011, Journal of the Royal Statistical Society. Series B, Statistical methodology.
[19] David A. Belsley,et al. Regression Analysis and its Application: A Data-Oriented Approach.@@@Applied Linear Regression.@@@Regression Diagnostics: Identifying Influential Data and Sources of Collinearity , 1981 .
[20] E. Levina,et al. Joint estimation of multiple graphical models. , 2011, Biometrika.
[21] P. Games. Correlation and Causation: A Logical Snafu , 1990 .
[22] Nanny Wermuth,et al. Multivariate Dependencies: Models, Analysis and Interpretation , 1996 .
[23] Piotr Zwiernik,et al. Semialgebraic Statistics and Latent Tree Models , 2015 .