Index

A

add_na_indicator() (in module balance.util) adjust() (balance.sample_class.Sample method) adjust_null() (in module balance.weighting_methods.adjust_null) alpha_function() (in module balance.weighting_methods.cbps) apply_transformations() (in module balance.adjustment)

asmd() (balance.balancedf_class.BalanceDF method) (in module balance.stats_and_plots.weighted_comparisons_stats) asmd_improvement() (balance.balancedf_class.BalanceDF method) (in module balance.stats_and_plots.weighted_comparisons_stats) assertEqual() (balance.testutil.BalanceTestCase method) auto_spread() (in module balance.util)

B

bal_loss() (in module balance.weighting_methods.cbps) balance module balance.adjustment module balance.balancedf_class module balance.cli module balance.sample_class module balance.stats_and_plots module balance.stats_and_plots.general_stats module balance.stats_and_plots.weighted_comparisons_plots module balance.stats_and_plots.weighted_comparisons_stats module balance.stats_and_plots.weighted_stats module balance.stats_and_plots.weights_stats module

balance.testutil module balance.typing module balance.util module balance.weighting_methods module balance.weighting_methods.adjust_null module balance.weighting_methods.cbps module balance.weighting_methods.ipw module balance.weighting_methods.poststratify module balance.weighting_methods.rake module BalanceCovarsDF (class in balance.balancedf_class) BalanceDF (class in balance.balancedf_class) BalanceOutcomesDF (class in balance.balancedf_class) BalanceTestCase (class in balance.testutil) BalanceWeightsDF (class in balance.balancedf_class) build_model_matrix() (in module balance.util)

C

cbps() (in module balance.weighting_methods.cbps) choose_regularization() (in module balance.weighting_methods.ipw) choose_variables() (in module balance.util) ci_of_mean() (balance.balancedf_class.BalanceDF method) ci_of_weighted_mean() (in module balance.stats_and_plots.weighted_stats)

compute_deff_from_beta() (in module balance.weighting_methods.cbps) compute_pseudo_weights_from_logit_probs() (in module balance.weighting_methods.cbps) covar_means() (balance.sample_class.Sample method) covars() (balance.sample_class.Sample method) cv_glmnet_performance() (in module balance.weighting_methods.ipw)

D

default_transformations() (in module balance.adjustment) descriptive_stats() (in module balance.stats_and_plots.weighted_stats) design_effect() (balance.balancedf_class.BalanceWeightsDF method) (balance.sample_class.Sample method) (in module balance.stats_and_plots.weights_stats)

design_effect_prop() (balance.sample_class.Sample method) df (balance.balancedf_class.BalanceDF property) (balance.sample_class.Sample property) diagnostics() (balance.sample_class.Sample method) dot_expansion() (in module balance.util) drop_na_rows() (in module balance.util)

F

fct_lump() (in module balance.util) fct_lump_by() (in module balance.util) find_items_index_in_list() (in module balance.util)

format() (balance.util.TruncationFormatter method) formula_generator() (in module balance.util) from_frame() (balance.balancedf_class.BalanceCovarsDF method) (balance.sample_class.Sample class method)

G

get_items_from_list_via_indices() (in module balance.util) gmm_function() (in module balance.weighting_methods.cbps)

gmm_loss() (in module balance.weighting_methods.cbps) guess_id_column() (in module balance.util)

H

has_target() (balance.sample_class.Sample method)

I

id_column (balance.sample_class.Sample attribute)

ipw() (in module balance.weighting_methods.ipw) is_adjusted() (balance.sample_class.Sample method)

K

keep_only_some_rows_columns() (balance.sample_class.Sample method)

L

logit_truncated() (in module balance.weighting_methods.cbps)

M

mean() (balance.balancedf_class.BalanceDF method) mean_with_ci() (balance.balancedf_class.BalanceDF method) model() (balance.sample_class.Sample method) model_matrix() (balance.balancedf_class.BalanceDF method) (balance.sample_class.Sample method) (in module balance.util) module balance balance.adjustment balance.balancedf_class balance.cli balance.sample_class balance.stats_and_plots balance.stats_and_plots.general_stats balance.stats_and_plots.weighted_comparisons_plots balance.stats_and_plots.weighted_comparisons_stats balance.stats_and_plots.weighted_stats balance.stats_and_plots.weights_stats balance.testutil balance.typing balance.util balance.weighting_methods balance.weighting_methods.adjust_null balance.weighting_methods.cbps balance.weighting_methods.ipw balance.weighting_methods.poststratify balance.weighting_methods.rake

N

names() (balance.balancedf_class.BalanceDF method)

naming_legend() (in module balance.stats_and_plots.weighted_comparisons_plots) nonparametric_skew() (in module balance.stats_and_plots.weights_stats)

O

one_hot_encoding_greater_2 (class in balance.util) outcome_sd_prop() (balance.sample_class.Sample method)

outcome_variance_ratio() (balance.sample_class.Sample method) (in module balance.stats_and_plots.weighted_comparisons_stats) outcomes() (balance.sample_class.Sample method)

P

plot() (balance.balancedf_class.BalanceDF method) (balance.balancedf_class.BalanceWeightsDF method) plot_bar() (in module balance.stats_and_plots.weighted_comparisons_plots) plot_dist() (in module balance.stats_and_plots.weighted_comparisons_plots) plot_hist_kde() (in module balance.stats_and_plots.weighted_comparisons_plots) plot_qq() (in module balance.stats_and_plots.weighted_comparisons_plots) plot_qq_categorical() (in module balance.stats_and_plots.weighted_comparisons_plots) plot_weight_density() (balance.sample_class.Sample method)

plotly_plot_bar() (in module balance.stats_and_plots.weighted_comparisons_plots) plotly_plot_density() (in module balance.stats_and_plots.weighted_comparisons_plots) plotly_plot_dist() (in module balance.stats_and_plots.weighted_comparisons_plots) plotly_plot_qq() (in module balance.stats_and_plots.weighted_comparisons_plots) poststratify() (in module balance.weighting_methods.poststratify) prepare_marginal_dist_for_raking() (in module balance.weighting_methods.rake) process_formula() (in module balance.util) prop_above_and_below() (in module balance.stats_and_plots.weights_stats)

Q

qcut() (in module balance.util)

quantize() (in module balance.util)

R

rake() (in module balance.weighting_methods.rake) relative_frequency_table() (in module balance.stats_and_plots.weighted_stats) relative_response_rates() (balance.balancedf_class.BalanceOutcomesDF method) (in module balance.stats_and_plots.general_stats)

rm_mutual_nas() (in module balance.util) row_pairwise_diffs() (in module balance.util)

S

Sample (class in balance.sample_class) seaborn_plot_dist() (in module balance.stats_and_plots.weighted_comparisons_plots) set_target() (balance.sample_class.Sample method) set_unadjusted() (balance.sample_class.Sample method) set_weights() (balance.sample_class.Sample method) set_xy_axes_to_use_the_same_lim() (in module balance.stats_and_plots.weighted_comparisons_plots)

setup_logging() (in module balance) std() (balance.balancedf_class.BalanceDF method) summary() (balance.balancedf_class.BalanceDF method) (balance.balancedf_class.BalanceOutcomesDF method) (balance.balancedf_class.BalanceWeightsDF method) (balance.sample_class.Sample method)

T

target_response_rates() (balance.balancedf_class.BalanceOutcomesDF method) to_csv() (balance.balancedf_class.BalanceDF method) (balance.sample_class.Sample method) to_download() (balance.balancedf_class.BalanceDF method) (balance.sample_class.Sample method)

trim() (balance.balancedf_class.BalanceWeightsDF method) trim_weights() (in module balance.adjustment) TruncationFormatter (class in balance.util)

V

var_of_mean() (balance.balancedf_class.BalanceDF method)

var_of_weighted_mean() (in module balance.stats_and_plots.weighted_stats)

W

weight_column (balance.sample_class.Sample attribute) weighted_mean() (in module balance.stats_and_plots.weighted_stats) weighted_median_breakdown_point() (in module balance.stats_and_plots.weights_stats) weighted_quantile() (in module balance.stats_and_plots.weighted_stats)

weighted_sd() (in module balance.stats_and_plots.weighted_stats) weighted_var() (in module balance.stats_and_plots.weighted_stats) weights() (balance.sample_class.Sample method) weights_from_link() (in module balance.weighting_methods.ipw)