Detecting, Decomposing, and Stress-Testing Temporal Change in Repeated Decision Systems


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Documentation for package ‘DecisionDrift’ version 0.2.0

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dd_audit Run a Full DecisionDrift Audit
dd_build Build a Drift Panel Object from Panel Data
dd_changepoint Change-Point and Regime-Shift Detection
dd_cluster_bootstrap Unit-Level Cluster Bootstrap for Drift Components
dd_decompose Flow Decomposition of Decision Prevalence Change
dd_entropy_trend Detect Drift in Path Entropy and Decision Stability
dd_global_test Global Test of Decision Process Stability
dd_group_decompose Within-Group and Composition Decomposition of Prevalence Change
dd_group_drift Detect Group-Differential Drift
dd_indices Compute All Four DecisionDrift Summary Indices
dd_prevalence Detect Drift in Decision Prevalence Over Time
dd_robustness Robustness Analysis for Drift Conclusions
dd_sensitivity Sensitivity Analysis for Drift Conclusions
dd_simulate Simulate Repeated Binary Decision Panels
dd_transition Detect Drift in Decision Transition Structure
plot.dd_audit Plot a dd_audit object
plot.dd_changepoint Plot a dd_changepoint object
plot.dd_decompose Plot a dd_decompose object
plot.dd_entropy_trend Plot a dd_entropy_trend object
plot.dd_global_test Plot a dd_global_test object
plot.dd_group_decompose Plot a dd_group_decompose object
plot.dd_group_drift Plot a dd_group_drift object
plot.dd_prevalence Plot a dd_prevalence object
plot.dd_robustness Plot a dd_robustness object
plot.dd_sensitivity Plot a dd_sensitivity object
plot.dd_transition Plot a dd_transition object