Package index

Estimate

Estimate balancing weights from a data frame.

balance()

Estimate balancing weights

Method specifications

The six balancing methods and the classes they share.

bw_entropy()

Entropy balancing

bw_ipt()

Inverse probability tilting

bw_cbps()

Covariate balancing propensity score

bw_energy()

Energy balancing

bw_cfd()

Characteristic function distance balancing

bw_sbw()

Stable balancing weights

balance_method() estimating_equation_method() quadratic_program_method()

The balancing method specification classes

supported_exposure_types() supported_estimands() supports_estimating_equations() method_label() fit_method()

Method capability generics

Balance constraints

Describe the covariate balance a method should achieve.

balance_terms()

Balance constraints

build_constraint_matrix()

Build the constraint matrix and recipe

rebuild_constraint_matrix()

Rebuild the constraint matrix from a recipe

Inspect results

Summarize a fitted balancing result.

balancing

A fitted balancing result

weights,balancing::balancing-method

Extract balancing weights

new_bw() bw() as_bw() is_bw()

Balancing weight vectors

balancing_options

Package options

Effect estimation

Estimate causal effects and access the pieces inference needs.

ipw.balancing

Inverse probability weighting for a balancing fit

estimating_equations()

Extract the estimating-equations container

balancing_estimating_equations()

The estimating-equations container

Re-exports

reexports ipw as_marginal as_conditional pool_ipw is_causal_wt estimand

Objects exported from other packages