pgen.1009811.s012.pdf (38.64 kB)
Exploration of the effect of varying the subset percentage size taken in step 1 of the BayesNetty imputation algorithm.
journal contribution
posted on 2021-09-29, 17:42 authored by Richard Howey, Alexander D. Clark, Najib Naamane, Louise N. Reynard, Arthur G. Pratt, Heather J. Cordell(PDF)
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sampling without replacementrecent study investigatingprior evidence concerningfinal network identifiedcomplex biological scenariospropose two improvementsfirst improvement relatescontinuous variables ).remove every individualbayesian network analysisnew imputation methodmany measured variableswhereby missing datanearest neighbour imputationnearest neighbourvariables missingsecond improvementperforming analysismarked improvementsmany individualsexisting methodmissing databayesian approachvariables basedincluding potentiallygene expressiondirected edgesconditional dependenciescomplete datacausal relationshipanother individualalso describe
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