The Directed Prediction Index for Quasi-Causal Inference with Cross-Sectional Data


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Documentation for package ‘DPI’ version 2025.9

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cor_network Correlation and partial correlation networks.
dag_network Directed acyclic graphs (DAGs) via Bayesian networks (BNs).
DPI The Directed Prediction Index (DPI).
DPI_curve The DPI curve analysis.
matrix_cor Produce a symmetric correlation matrix from values.
sim_data Simulate data from a multivariate normal distribution.
sim_data_exp Simulate experiment-like data with _independent_ binary Xs.