Package index

Model constructors

frengression()

Create a Frengression Model

frengression_seq()

Create a FrengressionSeq Model for Longitudinal Data

frengression_surv()

Create a FrengressionSurv Model for Survival Data

Training and causal specification

train_y()

Train the Outcome Model (Y)

train_xz()

Train the Marginal Model (XZ)

train_e()

Train the Confounder Model (E)

specify_causal()

Specify a Custom Causal Margin

reset_y_models()

Reset Outcome Models

Prediction and sampling

predict_causal()

Predict Causal Effects (generic)

sample_joint()

Sample from the Joint Distribution

sample_xz()

Sample from the Marginal Distribution of (X, Z)

sample_causal_margin()

Sample from the Causal Margin P(Y | do(X))

Methods

predict(<frengression_seq>) predict(<frengression_surv>) predict(<frengression>)

Predict Causal Effects

print(<frengression>)

Print a Frengression Model

print(<frengression_seq>)

Print a FrengressionSeq Model

print(<frengression_surv>)

Print a FrengressionSurv Model