Empirical Bayes Estimation of Dynamic Bayesian Networks

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Documentation for package ‘ebdbNet’ version 1.1

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ebdbNet-package Empirical Bayes Dynamic Bayesian Network (EBDBN) Inference
calcAUC Calculate the Approximate Area Under the Curve (AUC)
dataFormat Change the Format of Longitudinal Data to be Compatible with EBDBN
ebdbn Empirical Bayes Dynamic Bayesian Network (EBDBN) Estimation
ebdbNet Empirical Bayes Dynamic Bayesian Network (EBDBN) Inference
fdbkFunc Feedback Function
hankel Perform Singular Value Decomposition of Block-Hankel Matrix
sensitivity Calculate Sensitivity and Specificity of a Network
simFunc Simulate Simple Autoregressive Process
sumFunc Sum Function
visualize Visualize Network Structure
zCutoff Calculate Z-Scores Based on Posterior Means and Variances