The WGCNA package provides R functions for weighted correlation network analysis, e.g. co-expression network analysis of gene expression data. The R package along with its source code and additional material are freely available at http://www.genetics.ucla.edu/labs/horvath/CoexpressionNetwork/R...
While parts of the correlation network methodology have been described in separate publications, there is a need to provide a user-friendly, comprehensive, and consistent software implementation and an accompanying tutorial. The WGCNA R software package is a comprehensive collection of R functions for ...
Weighted correlation network analysis identifies FN1, COL1A1 and SERPINE1 associated with the progression and prognosis of gastric cancer 来自 NCBI 喜欢 0 阅读量: 59 作者:Q Zhao,J Xie,J Xie,R Zhao,Y Xie 摘要: Background: Gastric cancer (GC) is one of the most deadliest tumours world...
TheWGCNARsoftwarepackageisacomprehensivecollectionofRfunctionsfor performingvariousaspectsofweightedcorrelationnetworkanalysis.Thepackageincludes functionsfornetworkconstruction,moduledetection,geneselection,calculationsoftopological properties,datasimulation,visualization,andinterfacingwithexternalsoftware.AlongwiththeR packagewe...
Instead of simply calculating the correlation coefficient between the spectrum of an unknown and a series of reference spectra, greater weight is given to the more intense features in the reference spectra. The weight array, w, is given by |r|/{1 + d}, where the vector r represents the ...
While parts of the correlation network methodology have been described in separate publications, there is a need to provide a user- friendly, comprehensive, and consistent software implementation and an accompanying tutorial. Results: The WGCNA R software package is a comprehensive collection of R ...
We characterize the Total Weighted Squared Correlation (TWSC) used in uplink synchronous code division multiple access (S-CDMA) as a payoff function in the context of the game theoretic framework. By using majorization theory we proved that the value of the game for two players is a saddle-...
We develop a statistical theory to characterize correlations in weighted networks. We define the appropriate metrics quantifying correlations and show that strictly uncorrelated weighted networks do not exist due to the presence of structural constraints. We also introduce an algorithm for generating maxim...
9 RegisterLog in Sign up with one click: Facebook Twitter Google Share on Facebook weighted average (redirected fromWeighted mean) Financial Acronyms Encyclopedia Wikipedia weighted average n (Statistics) an average calculated by taking into account not only the frequencies of the values of a variab...
Hsu JL, Liao MF, Chang KH, Cheng MY, Ro LS. Correlations among disability, anti-AQP4 antibody status and prognosis in the spinal cord involved patients with NMOSD. BMC Neurol. 2021;21:153. Article CAS PubMed PubMed Central Google Scholar Download references ...