The Iterative Bayesian Model Averaging (BMA) Algorithm For Survival Analysis


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Documentation for package ‘iterativeBMAsurv’ version 1.46.0

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iterativeBMAsurv-package The Iterative Bayesian Model Averaging (BMA) algorithm for survival analysis
crossVal Cross Validation for Iterative Bayesian Model Averaging
imageplot.iterate.bma.surv An image plot visualization tool
iterateBMAsurv.train Iterative Bayesian Model Averaging: training
iterateBMAsurv.train.predict.assess Iterative Bayesian Model Averaging: training, prediction, assessment
iterateBMAsurv.train.wrapper Iterative Bayesian Model Averaging: training
iterativeBMAsurv The Iterative Bayesian Model Averaging (BMA) algorithm for survival analysis
predictBicSurv Predicted patient risk scores from iterative Bayesian Model Averaging
predictiveAssessCategory Risk Groups: assignment of patient test samples
printTopGenes Write a training set including the top-ranked G variables from a sorted matrix to file
singleGeneCoxph Univariate Cox Proportional Hazards Model for selecting top log-ranked predicitve variables
testCens Sample Test Data for the Iterative BMA Algorithm for Survival Analysis
testData Sample Test Data for the Iterative BMA Algorithm for Survival Analysis
testSurv Sample Test Data for the Iterative BMA Algorithm for Survival Analysis
trainCens Sample Training Data for the Iterative BMA Algorithm for Survival Analysis
trainData Sample Training Data for the Iterative BMA Algorithm for Survival Analysis
trainSurv Sample Training Data for the Iterative BMA Algorithm for Survival Analysis