Function reference • bnmonitor

All functions

CD(): CD-distance

Fro(<CI>): Frobenius norm for CI

Fro(<GBN>): Frobenius norm for GBN

Fro(): Frobenius norm

Jeffreys(<CI>): Jeffreys Divergence for CI

Jeffreys(<GBN>): Jeffreys Divergence for GBN

Jeffreys(): Jeffreys Divergence

KL(<CI>): KL Divergence for CI

KL(<GBN>): KL Divergence for GBN

KL(): KL Divergence

KL(<bn.fit>): KL Divergence for bn.fit

KL_bounds(): Bounds for the KL-divergence

bn2gbn() bn2ci(): Integration with bn.fit objects from bnlearn

bnmonitor: bnmonitor: A package for sensitivity analysis and robustness in Bayesian networks

cachexia_gbn cachexia_ci control_gbn control_ci cachexia_data: Bayesian networks for a cachexia study

chds chds_bn chds_bn.fit: Christchurch Health and Development Study

covariance_var(): Standard variation of the covariance matrix

proportional_covar() orderp_covar() uniform_covar(): Co-variation schemes

total_covar_matrix() col_covar_matrix() partial_covar_matrix() row_covar_matrix(): Co-variation matrices

diabetes: Pima Indian Diabetes Data

final_node_monitor(): Final node monitors

fire_alarm: Bayesian network on fire alarm system

global_monitor(): Global monitor

influential_obs(): Influential observations

mathmarks: Math Marks Data

mean_var(): Standard variation of the mean vector

model_pres_cov(): Model-Preserving co-variation

node_monitor(): Node monitor

plot(<seq_marg_monitor>) plot(<CD>) plot(<seq_cond_monitor>) plot(<node_monitor>) plot(<influential_obs>) plot(<jeffreys>) plot(<kl>) plot(<final_node_monitor>) plot(<seq_pa_ch_monitor>) plot(<sensitivity>) plot(<fro>): Plotting methods

print(<sensitivity>) print(<kl>) print(<CD>) print(<fro>) print(<node_monitor>) print(<jeffreys>) print(<final_node_monitor>) print(<seq_cond_monitor>) print(<seq_pa_ch_monitor>) print(<seq_marg_monitor>): Printing methods

psd_check(): Check for positive semi-definiteness after a perturbation

sensitivity(): Sensitivity function

sensquery(): Sensitivity of probability query

seq_marg_monitor() seq_cond_monitor(): Sequential node monitors

seq_pa_ch_monitor(): Sequential parent-child node monitors

synthetic_bn: A synthetic Bayesian network

synthetic_gbn synthetic_ci: A synthetic continuous Bayesian network

travel: Bayesian network on travel survey