Empirical Bayes Estimation of Dynamic Bayesian Networks


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Documentation for package ‘ebdbNet’ version 1.2.5

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ebdbNet-package Empirical Bayes Dynamic Bayesian Network (EBDBN) Inference
calcAUC Calculate the Approximate Area Under the Curve (AUC)
calcSensSpec Calculate Sensitivity and Specificity of a Network
dataFormat Change the Format of Longitudinal Data to be Compatible with EBDBN
ebdbn Empirical Bayes Dynamic Bayesian Network (EBDBN) Estimation
ebdbn-internal Internal functions for Empirical Bayes Dynamic Bayesian Network (EBDBN) Estimation
ebdbNet Empirical Bayes Dynamic Bayesian Network (EBDBN) Inference
fdbkFunc Internal functions for Empirical Bayes Dynamic Bayesian Network (EBDBN) Estimation
hankel Perform Singular Value Decomposition of Block-Hankel Matrix
plot.ebdbNet Visualize EBDBN network
simulateVAR Simulate Simple Autoregressive Process
sumFunc Internal functions for Empirical Bayes Dynamic Bayesian Network (EBDBN) Estimation