Package index (original) (raw)

Double machine learning data class

Abstract base class for double machine learning models

Double machine learning models

[DoubleMLPLR](DoubleMLPLR.html)

Double machine learning for partially linear regression models

[DoubleMLPLIV](DoubleMLPLIV.html)

Double machine learning for partially linear IV regression models

[DoubleMLIRM](DoubleMLIRM.html)

Double machine learning for interactive regression models

[DoubleMLIIVM](DoubleMLIIVM.html)

Double machine learning for interactive IV regression models

[DoubleMLSSM](DoubleMLSSM.html)

Double machine learning for sample selection models

Datasets module

[fetch_401k()](fetch%5F401k.html)

Data set on financial wealth and 401(k) plan participation.

[fetch_bonus()](fetch%5Fbonus.html)

Data set on the Pennsylvania Reemployment Bonus experiment.

Datasets generators

[make_plr_CCDDHNR2018()](make%5Fplr%5FCCDDHNR2018.html)

Generates data from a partially linear regression model used in Chernozhukov et al. (2018)

[make_pliv_CHS2015()](make%5Fpliv%5FCHS2015.html)

Generates data from a partially linear IV regression model used in Chernozhukov, Hansen and Spindler (2015).

[make_irm_data()](make%5Firm%5Fdata.html)

Generates data from a interactive regression (IRM) model.

[make_iivm_data()](make%5Fiivm%5Fdata.html)

Generates data from a interactive IV regression (IIVM) model.

[make_plr_turrell2018()](make%5Fplr%5Fturrell2018.html)

Generates data from a partially linear regression model used in a blog article by Turrell (2018).

[make_pliv_multiway_cluster_CKMS2021()](make%5Fpliv%5Fmultiway%5Fcluster%5FCKMS2021.html)

Generates data from a partially linear IV regression model with multiway cluster sample used in Chiang et al. (2021).

[make_ssm_data()](make%5Fssm%5Fdata.html)

Generates data from a sample selection model (SSM).