grf | cran | Package Usage | Ecosyste.ms: Repos

DeclareDesign/book

* DESCRIPTION

Size: 19.1 MB - Last synced: 2 months ago - Pushed: 3 months ago

MCKnaus/CATEs

Machine Learning Estimation of Heterogeneous Causal Effects

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Size: 20.5 KB - Last synced: about 1 year ago - Pushed: over 2 years ago

som-shahlab/survlearners

Metalearners for Survival Data

>= 2.2.0 r-package/survlearners/DESCRIPTION

Size: 1.4 MB - Last synced: 29 days ago - Pushed: 10 months ago

vishalbelsare/policytree Fork of grf-labs/policytree

Policy learning via doubly robust empirical welfare maximization over trees

>= 2.0.0 r-package/policytree/DESCRIPTION

Size: 4.01 MB - Last synced: 3 months ago - Pushed: 3 months ago

teff-package/teff

* DESCRIPTION

Size: 2.78 MB - Last synced: about 1 year ago - Pushed: about 2 years ago

grf-labs/policytree

Policy learning via doubly robust empirical welfare maximization over trees

>= 2.0.0 r-package/policytree/DESCRIPTION

Size: 3.56 MB - Last synced: 4 days ago - Pushed: 3 months ago

DeclareDesign/rdss

Helper functions for using DeclareDesign with common estimation and data management packages

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Size: 7.22 MB - Last synced: about 1 month ago - Pushed: about 1 month ago

lihualei71/cfcausal

R package cfcausal

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Size: 340 KB - Last synced: 7 months ago - Pushed: over 1 year ago

kkholst/target

Target: library for targeted inference https://targetlib.org/

* R-package/targeted/DESCRIPTION

Size: 11.7 MB - Last synced: 3 months ago - Pushed: 3 months ago

yixinsun1216/crossfit

Implementation of Double/Debiased Machine Learning approach

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Size: 1.18 MB - Last synced: 3 months ago - Pushed: almost 3 years ago

isglobal-brge/teff

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tlverse/sl3

💪 🤔 Modern Super Learning with Machine Learning Pipelines

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Size: 11.3 MB - Last synced: 19 days ago - Pushed: 20 days ago

google/causalexpanalysis

Causal and Experiment Analysis

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Size: 94.7 KB - Last synced: 11 days ago - Pushed: almost 2 years ago

Netflix-Skunkworks/causaltransportr

R package to generalize and transport causal effects.

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Size: 3.95 MB - Last synced: about 1 month ago - Pushed: 7 months ago

riccardo-df/aggTrees

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Size: 5.03 MB - Last synced: 5 months ago - Pushed: 5 months ago

NSAPH-Software/CRE Fork of kwonsang/CRE

The Causal Rule Ensemble Method

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Size: 9.26 MB - Last synced: 26 days ago - Pushed: 28 days ago

riccardocadei/CRE Fork of NSAPH-Software/CRE

The Causal Rule Ensemble Method

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Size: 9.11 MB - Last synced: 7 months ago - Pushed: 7 months ago

matloff/qeML

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Size: 33.4 MB - Last synced: 13 days ago - Pushed: about 1 month ago

:exclamation: This is a read-only mirror of the CRAN R package repository. CRE — Interpretable Discovery and Inference of Heterogeneous Treatment Effects. Homepage: https://github.com/NSAPH-Software/CRE Report bugs for this package: https://github.com/NSAPH-Software/CRE/issues

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Size: 375 KB - Last synced: 28 days ago - Pushed: 28 days ago

yixinsun1216/catwalk

Output R regressions to latex

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Size: 131 KB - Last synced: 10 months ago - Pushed: about 5 years ago

cran/aggTrees

:exclamation: This is a read-only mirror of the CRAN R package repository. aggTrees — Aggregation Trees. Homepage: https://riccardo-df.github.io/aggTrees/

* DESCRIPTION

Size: 570 KB - Last synced: 8 months ago - Pushed: 8 months ago

cran/rdss

:exclamation: This is a read-only mirror of the CRAN R package repository. rdss — Companion Datasets and Functions for Research Design in the Social Sciences

* DESCRIPTION

Size: 1.36 MB - Last synced: about 2 months ago - Pushed: about 2 months ago

brownag/grundo

Digital Soil Mapping (DSM) From The Ground Up!

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Size: 712 KB - Last synced: about 1 year ago - Pushed: over 1 year ago

mingzhang-yin/Conformal-sensitivity-analysis

Analyzing the sensitivity of an individual treatment effect over a potential violation of unconfoundedness.

* DESCRIPTION

Size: 67.1 MB - Last synced: 6 months ago - Pushed: 6 months ago

cran/uplifteval

:exclamation: This is a read-only mirror of the CRAN R package repository. uplifteval — Uplift Model Evaluation with Plots and Metrics. Homepage: https://github.com/ras44/uplifteval Report bugs for this package: https://github.com/ras44/uplifteval/issues

* DESCRIPTION

Size: 167 KB - Last synced: 9 months ago - Pushed: over 4 years ago

cran/longsurr

:exclamation: This is a read-only mirror of the CRAN R package repository. longsurr — Longitudinal Surrogate Marker Analysis

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Size: 84 KB - Last synced: 9 months ago - Pushed: over 1 year ago

JSzitas/postDoubleR

**DEPRECATED** Double Machine Learning as in Chernozhukov et al. (2018)

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Size: 58.6 KB - Last synced: about 1 year ago - Pushed: over 4 years ago

christophergandrud/blpopt

Estimate the best linear projection of the Conditional Average Treatment Effect for approximately optimal targeting

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Size: 2.32 MB - Last synced: about 1 year ago - Pushed: over 1 year ago

cran/htetree

:exclamation: This is a read-only mirror of the CRAN R package repository. htetree — Causal Inference with Tree-Based Machine Learning Algorithms

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Size: 200 KB - Last synced: 6 months ago - Pushed: 6 months ago

beniaminogreen/rlearner

Fork of R-learner

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Size: 7.24 MB - Last synced: 10 months ago - Pushed: about 1 year ago

cran/rdddr

:exclamation: This is a read-only mirror of the CRAN R package repository. rdddr — Companion Datasets and Functions for Blair, Coppock, and Humphreys (2022) "Research Design: Declare, Diagnose, Redesign"

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Size: 1.3 MB - Last synced: 9 months ago - Pushed: almost 2 years ago

jackcollison/causality

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Size: 422 KB - Last synced: about 1 year ago - Pushed: about 3 years ago

grf-labs/sufrep

Sufficient Representation for Categorical Variables https://arxiv.org/abs/1908.09874v1

>= 0.10.3 DESCRIPTION

Size: 23.6 MB - Last synced: about 1 year ago - Pushed: about 4 years ago

naoki-egami/exr

R package exr: Quantifying Robustness to External Validity Bias

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Size: 294 KB - Last synced: 11 months ago - Pushed: 11 months ago

amr12345a/qeML Fork of Sandy4321/qeML

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Size: 2.47 MB - Last synced: 10 months ago - Pushed: almost 2 years ago

Lauren-EylerDang/sl3 Fork of tlverse/sl3

💪 🤔 Modern Super Learning using Pipelines

* DESCRIPTION

Size: 8.06 MB - Last synced: 9 months ago - Pushed: over 3 years ago

cran/maq

:exclamation: This is a read-only mirror of the CRAN R package repository. maq — Multi-Armed Qini. Homepage: https://github.com/grf-labs/maq Report bugs for this package: https://github.com/grf-labs/maq/issues

>= 2.3.0 DESCRIPTION

Size: 45.9 KB - Last synced: about 1 month ago - Pushed: about 1 month ago

riccardo-df/evaluCATE

* DESCRIPTION

Size: 6.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago

belfaunder/grftsls Fork of phkug/grftsls

Added_stdexcept

* r-package/grftsls/DESCRIPTION

Size: 6 MB - Last synced: 9 months ago - Pushed: 9 months ago

JHPark9090/CATEs Fork of MCKnaus/CATEs

Machine Learning Estimation of Heterogeneous Causal Effects

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Size: 20.5 KB - Last synced: 8 months ago - Pushed: over 2 years ago

tianshengwang/iCF

iterative Causal Forest (iCF)

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Size: 23.5 MB - Last synced: about 1 month ago - Pushed: about 1 month ago

jhatamyar/CFCF

Cross-fitted Causal Forests

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Size: 18.6 KB - Last synced: 6 months ago - Pushed: 6 months ago

Laksafoss/EpiForsk

EpiForsk: Code Sharing at the Department of Epidemiological Research at Statens Serum Institut

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Size: 2.68 MB - Last synced: 3 months ago - Pushed: 3 months ago

Novartis/knockofftools

An R-package containing a suite of knockoffs functions and methods from existing R-packages and the knockoffs literature. Some of the R functions are novel implementations of recent methods.

>= 2.3.1 DESCRIPTION

Size: 4.77 MB - Last synced: about 1 month ago - Pushed: 3 months ago

zjl0714/CTB

R package CTB

>= 0.12.3 CTB/DESCRIPTION

Size: 1.85 MB - Last synced: about 2 months ago - Pushed: about 2 months ago

jhatamyar/MLDID

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Size: 80.1 KB - Last synced: 4 days ago - Pushed: 5 days ago

jzhenli1/awesomeassignment

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Size: 33.2 KB - Last synced: 4 months ago - Pushed: 4 months ago

kkholst/targeted

Targeted inference (R package) https://kkholst.github.io/targeted/

* DESCRIPTION

Size: 2.49 MB - Last synced: about 2 months ago - Pushed: 3 months ago

cran/targeted

:exclamation: This is a read-only mirror of the CRAN R package repository. targeted — Targeted Inference Report bugs for this package: https://github.com/kkholst/targeted/issues