DoubleML — DoubleML documentation

The object-oriented implementation of DoubleML is very flexible. The model classes DoubleMLPLR , DoubleMLPLIV , DoubleMLIRM and DoubleIIVM implement the ...

Documentation and User Guide for DoubleML - GitHub

Documentation and User Guide for DoubleML - Double Machine Learning in Python & R - DoubleML/doubleml-docs.

DoubleML: Double Machine Learning in R

v108.i03>. License MIT + file LICENSE. URL https://docs.doubleml.org/stable/index.html,.

CRAN: Package DoubleML

DoubleML: Double Machine Learning in R · Documentation: · Downloads: · Reverse dependencies: · Linking:.

DoubleML - Double Machine Learning in Python - GitHub

Documentation and Maintenance. Documentation and website: https://docs.doubleml.org/ · Main Features. Double / debiased machine learning (Chernozhukov et al.

DoubleML - Double Machine Learning in R - RDocumentation

The python package is also available on GitHub and . Documentation and maintenance. Documentation ... User guide: https://docs.doubleml.org.

DoubleML documentation - rdrr.io

The DoubleML package contains the following man pages: DoubleML DoubleMLClusterData DoubleMLData double_ml_data_from_data_frame double_ml_data_from_matrix ...

An Object-Oriented Implementation of Double Machine Learning in R

... DoubleML User Guide, that is available online at https: · //docs.doubleml.org/stable/. All class methods are documented in the documentation of the ...

Orthogonal/Double Machine Learning - EconML

... documentation and input parameters of each class. When should you use it? . Suppose you have observational (or experimental from an A/B test) historical data ...

Work with DoubleML — ABESS documentation - Read the Docs

Many machine learning methods can be used to estimate the nuisance parameters, such as random forests, lasso or post-lasso, neural nets, boosted regression ...

DoubleML - An Object-Oriented Implementation of Double Machine ...

Source code, documentation and an extensive user guide can be found at https://github.com/DoubleML/doubleml-for-py and https://docs.doubleml.org. [abs] ...

Doubleml - conda-forge - Anaconda.org

Description. The Python package DoubleML provides an implementation of the double / debiased machine learning framework of Chernozhukov et al. (2018).

DoubleML – An Object-Oriented Implementation of Double Machine ...

Source code, documentation and an extensive user guide can be found at https://github.com/DoubleML/doubleml-for-py and https://docs.doubleml.org. Keywords ...

DoubleML: Machine learning for causal inference - Apoorva Lal

Application to Gerber, Green, Larimer (2008). Athey et al Tutorial. 8 / 22. Data Prep.

Announcing DoubleML Coverage - LinkedIn

DoubleML Documentation: https://docs.doubleml.org. Original Double ... DoubleML Coverage and contributed most of the simulation code.

Tutorial on DoubleML for double machine learning in Python and R

Subscribe to our channel to get notified when we release a new video. Like the video to tell YouTube that you want more content like this on ...

DoubleML: vignettes/Introduction_to_DoubleML.Rmd - rdrr.io

Introduction. The R package DoubleML implements the double/debiased machine learning framework of Chernozhukov et al. (2018). It provides functionalities to ...

About - DoubleML Trainings

DoubleML is an open-source software for Python and R offering tools for causal machine learning. In our package, we implement the double/debiased machine ...

DoubleML – R documentation - Quantargo

'DoubleML' allows estimation of the nuisance parts in these models by machine learning methods and computation of the Neyman orthogonal score functions. ' ...

An Object-Oriented Implementation of Double Machine Learning in R

The R package DoubleML implements the double/debiased machine learning framework of Chernozhukov, Chetverikov, Demirer, Duflo, Hansen, ...