Index

_

_2SIR (class in nl_causal.ts_models) (class in nl_causal.ts_models.ts_twas) _2SLS (class in nl_causal.ts_models) (class in nl_causal.ts_models.ts_twas) _cdf() (nl_causal.base.neg_log_uniform method) (nl_causal.base.rv.neg_log_uniform method)

_get_estimator() (nl_causal.sparse_reg.SCAD_IC method) (nl_causal.sparse_reg.sparse_reg.SCAD_IC method) _is_multitask() (nl_causal.sparse_reg.SCAD_IC method) (nl_causal.sparse_reg.sparse_reg.SCAD_IC method) _more_tags() (nl_causal.sparse_reg.SCAD_IC method) (nl_causal.sparse_reg.sparse_reg.SCAD_IC method)

C

calculate_cor_() (in module nl_causal.base.preprocessing) calculate_vif_() (in module nl_causal.base) (in module nl_causal.base.preprocessing) CI_beta() (nl_causal.ts_models._2SIR method) (nl_causal.ts_models._2SLS method) (nl_causal.ts_models.ts_twas._2SIR method) (nl_causal.ts_models.ts_twas._2SLS method)

combine_pvalues() (in module nl_causal.base.testing)

E

est_var_res() (nl_causal.ts_models._2SIR method) (nl_causal.ts_models._2SLS method) (nl_causal.ts_models.ts_twas._2SIR method) (nl_causal.ts_models.ts_twas._2SLS method)

F

fit() (nl_causal.sparse_reg.L0_IC method) (nl_causal.sparse_reg.SCAD method) (nl_causal.sparse_reg.SCAD_IC method) (nl_causal.sparse_reg.sparse_reg.L0_IC method) (nl_causal.sparse_reg.sparse_reg.SCAD method) (nl_causal.sparse_reg.sparse_reg.SCAD_IC method) (nl_causal.sparse_reg.sparse_reg.WLasso method) (nl_causal.sparse_reg.WLasso method) (nl_causal.ts_models._2SIR method) (nl_causal.ts_models._2SLS method) (nl_causal.ts_models.ts_twas._2SIR method) (nl_causal.ts_models.ts_twas._2SLS method)

fit_beta() (nl_causal.ts_models._2SIR method) (nl_causal.ts_models._2SLS method) (nl_causal.ts_models.ts_twas._2SIR method) (nl_causal.ts_models.ts_twas._2SLS method) fit_link() (nl_causal.ts_models._2SIR method) (nl_causal.ts_models.ts_twas._2SIR method) fit_theta() (nl_causal.ts_models._2SIR method) (nl_causal.ts_models._2SLS method) (nl_causal.ts_models.ts_twas._2SIR method) (nl_causal.ts_models.ts_twas._2SLS method)

G

grad_SCAD_() (nl_causal.sparse_reg.SCAD method) (nl_causal.sparse_reg.sparse_reg.SCAD method)

L

L0_IC (class in nl_causal.sparse_reg) (class in nl_causal.sparse_reg.sparse_reg)

link() (nl_causal.ts_models._2SIR method) (nl_causal.ts_models.ts_twas._2SIR method)

M

module nl_causal nl_causal.base nl_causal.base.preprocessing nl_causal.base.rv nl_causal.base.sim_data nl_causal.base.testing nl_causal.sparse_reg nl_causal.sparse_reg.sparse_reg nl_causal.ts_models nl_causal.ts_models._base nl_causal.ts_models.ts_twas

N

neg_log_uniform (class in nl_causal.base) (class in nl_causal.base.rv) nl_causal module nl_causal.base module nl_causal.base.preprocessing module nl_causal.base.rv module nl_causal.base.sim_data module

nl_causal.base.testing module nl_causal.sparse_reg module nl_causal.sparse_reg.sparse_reg module nl_causal.ts_models module nl_causal.ts_models._base module nl_causal.ts_models.ts_twas module

P

print_inf_res() (in module nl_causal.ts_models._base)

print_msg_box() (in module nl_causal.base.sim_data) (in module nl_causal.ts_models._base)

S

SCAD (class in nl_causal.sparse_reg) (class in nl_causal.sparse_reg.sparse_reg) SCAD_IC (class in nl_causal.sparse_reg) (class in nl_causal.sparse_reg.sparse_reg) selection_summary() (nl_causal.sparse_reg.L0_IC method) (nl_causal.sparse_reg.SCAD_IC method) (nl_causal.sparse_reg.sparse_reg.L0_IC method) (nl_causal.sparse_reg.sparse_reg.SCAD_IC method) (nl_causal.ts_models._2SIR method) (nl_causal.ts_models._2SLS method) (nl_causal.ts_models.ts_twas._2SIR method) (nl_causal.ts_models.ts_twas._2SLS method)

sim() (in module nl_causal.base) (in module nl_causal.base.sim_data) sim_phi() (in module nl_causal.base.sim_data) summary() (nl_causal.ts_models._2SIR method) (nl_causal.ts_models._2SLS method) (nl_causal.ts_models.ts_twas._2SIR method) (nl_causal.ts_models.ts_twas._2SLS method)

T

test_effect() (nl_causal.ts_models._2SIR method) (nl_causal.ts_models._2SLS method) (nl_causal.ts_models.ts_twas._2SIR method) (nl_causal.ts_models.ts_twas._2SLS method)

U

unique_columns() (in module nl_causal.base.preprocessing)

W

WLasso (class in nl_causal.sparse_reg) (class in nl_causal.sparse_reg.sparse_reg)