Function reference

Causal data frames

causal_tbl() new_causal_tbl() as_causal_tbl() is_causal_tbl()

Build a causal data frame

set_treatment() get_treatment() has_treatment() pull_treatment()

Define a treatment variable for a causal_tbl

set_outcome() get_outcome() has_outcome() pull_outcome()

Define an outcome variable for a causal_tbl

set_panel() get_panel() has_panel() pull_panel_unit() pull_panel_time()

Define a panel data structure for a causal_tbl

Special types

vctrs-friendly types that are useful for causal inference

causal_idx() new_causal_idx() is_causal_idx() as_causal_idx()

Construct a list of indices of type causal_idx

causal_mod() new_causal_mod() is_causal_mod()

Construct a fitted model column

get_model_fit() get_model_idx()

Extract the model object and observation indices from a causal_mod

Extend causal_tbl

Developer-facing functions

causal_cols() `causal_cols<-`() set_causal_cols() add_causal_col() get_causal_col()

Work directly with causal_cols