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DPI

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Install

install.packages('DPI')

Monthly Downloads

182

Version

2025.11

License

GPL-3

Maintainer

Han-Wu-Shuang Bao

Last Published

November 24th, 2025

Functions in DPI (2025.11)

sim_data_exp

Simulate experiment-like data with independent binary Xs.
cor_net

Correlation and partial correlation networks.
p_to_bf

Convert p values to approximate (pseudo) Bayes Factors (PseudoBF10).
DPI_dag

Directed acyclic graphs (DAGs) via DPI exploratory analysis (causal discovery) for all significant partial rs.
cor_matrix

Produce a symmetric correlation matrix from values.
DPI_curve

DPI curve analysis across multiple random covariates.
DPI-package

DPI: The Directed Prediction Index for Causal Direction Inference from Observational Data
S3method.dpi

[S3 methods] for DPI() and DPI_curve().
BNs_dag

Directed acyclic graphs (DAGs) via Bayesian networks (BNs).
DPI

The Directed Prediction Index (DPI).
sim_data

Simulate data from a multivariate normal distribution.
S3method.network

[S3 methods] for cor_net(), BNs_dag(), and DPI_dag().