Index

_

__init__() (causers.BalanceCheckResult method), [1] __new__() (causers.DMLResult method), [1] (causers.LinearRegressionResult method), [1] (causers.LogisticRegressionResult method), [1] (causers.SyntheticControlResult method), [1] (causers.SyntheticDIDResult method), [1] (causers.TwoStageLSResult method), [1]

A

about() (in module causers), [1]

att (causers.SyntheticControlResult attribute), [1] (causers.SyntheticDIDResult attribute), [1]

B

balance_check() (in module causers), [1] BalanceCheckResult (class in causers), [1]

bootstrap_iterations_used (causers.LinearRegressionResult attribute), [1] (causers.LogisticRegressionResult attribute), [1] (causers.SyntheticDIDResult attribute), [1]

C

cate_coefficients (causers.DMLResult attribute), [1] cate_standard_errors (causers.DMLResult attribute), [1] causers module cluster_se_type (causers.LinearRegressionResult attribute), [1] (causers.LogisticRegressionResult attribute), [1] coefficients (causers.LinearRegressionResult attribute), [1] (causers.LogisticRegressionResult attribute), [1] (causers.TwoStageLSResult attribute), [1]

confidence_interval (causers.DMLResult attribute), [1] confidence_intervals() (causers.TwoStageLSResult method), [1] converged (causers.LogisticRegressionResult attribute), [1] covariates (causers.BalanceCheckResult attribute), [1] cragg_donald (causers.TwoStageLSResult attribute), [1]

D

dml() (in module causers), [1]

DMLResult (class in causers), [1]

E

ess_control (causers.BalanceCheckResult attribute), [1]

ess_treated (causers.BalanceCheckResult attribute), [1]

F

first_stage_coefficients (causers.TwoStageLSResult attribute), [1] first_stage_f (causers.TwoStageLSResult attribute), [1] fixed_effects_absorbed (causers.LinearRegressionResult attribute), [1] (causers.LogisticRegressionResult attribute), [1]

fixed_effects_names (causers.LinearRegressionResult attribute), [1] (causers.LogisticRegressionResult attribute), [1]

I

imbalanced() (causers.BalanceCheckResult method), [1] intercept (causers.LinearRegressionResult attribute), [1] (causers.LogisticRegressionResult attribute), [1] (causers.TwoStageLSResult attribute), [1]

intercept_se (causers.LinearRegressionResult attribute), [1] (causers.LogisticRegressionResult attribute), [1] (causers.TwoStageLSResult attribute), [1] is_weighted (causers.BalanceCheckResult attribute), [1] iterations (causers.LogisticRegressionResult attribute), [1]

L

lambda_used (causers.SyntheticControlResult attribute), [1] linear_regression() (in module causers), [1] LinearRegressionResult (class in causers), [1]

log_likelihood (causers.LogisticRegressionResult attribute), [1] logistic_regression() (in module causers), [1] LogisticRegressionResult (class in causers), [1]

M

mean_control (causers.BalanceCheckResult attribute), [1] mean_treated (causers.BalanceCheckResult attribute), [1]

method (causers.SyntheticControlResult attribute), [1] module causers

N

n_clusters (causers.LinearRegressionResult attribute), [1] (causers.LogisticRegressionResult attribute), [1] (causers.TwoStageLSResult attribute), [1] n_control (causers.BalanceCheckResult attribute), [1] n_endogenous (causers.TwoStageLSResult attribute), [1] n_failed_iterations (causers.SyntheticControlResult attribute), [1] n_folds (causers.DMLResult attribute), [1] n_instruments (causers.TwoStageLSResult attribute), [1] n_periods_post (causers.SyntheticControlResult attribute), [1] (causers.SyntheticDIDResult attribute), [1] n_periods_pre (causers.SyntheticControlResult attribute), [1] (causers.SyntheticDIDResult attribute), [1]

n_placebo_used (causers.SyntheticControlResult attribute), [1] n_propensity_clipped (causers.DMLResult attribute), [1] n_samples (causers.DMLResult attribute), [1] (causers.LinearRegressionResult attribute), [1] (causers.LogisticRegressionResult attribute), [1] (causers.TwoStageLSResult attribute), [1] n_treated (causers.BalanceCheckResult attribute), [1] n_units_control (causers.SyntheticControlResult attribute), [1] (causers.SyntheticDIDResult attribute), [1] n_units_treated (causers.SyntheticDIDResult attribute), [1]

O

outcome_r_squared (causers.DMLResult attribute), [1]

outcome_residual_var (causers.DMLResult attribute), [1]

P

p_value (causers.DMLResult attribute), [1] p_values (causers.TwoStageLSResult attribute), [1] pre_treatment_fit (causers.SyntheticDIDResult attribute), [1] pre_treatment_mse (causers.SyntheticControlResult attribute), [1]

pre_treatment_rmse (causers.SyntheticControlResult attribute), [1] propensity_r_squared (causers.DMLResult attribute), [1] propensity_residual_var (causers.DMLResult attribute), [1] pseudo_r_squared (causers.LogisticRegressionResult attribute), [1]

R

r_squared (causers.LinearRegressionResult attribute), [1] (causers.TwoStageLSResult attribute), [1]

S

sd_control (causers.BalanceCheckResult attribute), [1] sd_treated (causers.BalanceCheckResult attribute), [1] se_type (causers.TwoStageLSResult attribute), [1] slope (causers.LinearRegressionResult attribute), [1] smd (causers.BalanceCheckResult attribute), [1] solver_converged (causers.SyntheticControlResult attribute), [1] (causers.SyntheticDIDResult attribute), [1] solver_iterations (causers.SyntheticControlResult attribute), [1] (causers.SyntheticDIDResult attribute), [1] standard_error (causers.DMLResult attribute), [1] (causers.SyntheticControlResult attribute), [1] (causers.SyntheticDIDResult attribute), [1]

standard_errors (causers.LinearRegressionResult attribute), [1] (causers.LogisticRegressionResult attribute), [1] (causers.TwoStageLSResult attribute), [1] stock_yogo_critical (causers.TwoStageLSResult attribute), [1] summary() (causers.BalanceCheckResult method), [1] (causers.DMLResult method), [1] (causers.TwoStageLSResult method), [1] synthetic_control() (in module causers), [1] synthetic_did() (in module causers), [1] SyntheticControlResult (class in causers), [1] SyntheticDIDResult (class in causers), [1]

T

t_statistics (causers.TwoStageLSResult attribute), [1] theta (causers.DMLResult attribute), [1] time_weights (causers.SyntheticDIDResult attribute), [1]

to_dataframe() (causers.BalanceCheckResult method), [1] two_stage_least_squares() (in module causers), [1] TwoStageLSResult (class in causers), [1]

U

unit_weights (causers.SyntheticControlResult attribute), [1] (causers.SyntheticDIDResult attribute), [1]

V

var_control (causers.BalanceCheckResult attribute), [1]

var_treated (causers.BalanceCheckResult attribute), [1] variance_ratio (causers.BalanceCheckResult attribute), [1]

W

within_pseudo_r_squared (causers.LogisticRegressionResult attribute), [1]

within_r_squared (causers.LinearRegressionResult attribute), [1]