API ReferenceEntry

RegressionChecks

RegressionChecks

Reference details for RegressionChecks in causalis.data_contracts.

RegressionChecks

Bases: BaseModel

Lightweight OLS/regression health checks for CUPED diagnostics.

ate_adj
ate_adj_winsor
ate_adj_winsor_gap
ate_gap
ate_gap_over_se_naive
ate_naive
condition_number
cooks_cutoff
full_rank
k
leverage_cutoff
max_abs_std_resid
max_cooks
max_leverage
min_one_minus_h
n_high_cooks
n_high_leverage
n_std_resid_gt_3
n_std_resid_gt_4
n_tiny_one_minus_h
near_duplicate_pairs
p_main_covariates
rank
resid_scale_mad
vif
winsor_q