Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Papers: 10.1038/s41598-021-81110-0

https://doi.org/10.1038/s41598-021-81110-0

G-computation and machine learning for estimating the causal effects of binary exposure statuses on binary outcomes

Cited by: 9
Author(s): Françoise Le Borgne, Arthur Chatton, Maxime Léger, Rémi Lenain, Yohann Foucher
Published: almost 4 years ago

Software Mentions 10

cran: caret
Classification and Regression Training
Papers that mentioned: 630
cran: gbm
Generalized Boosted Regression Models
Papers that mentioned: 250
cran: glmnet
Lasso and Elastic-Net Regularized Generalized Linear Models
Papers that mentioned: 1,607
cran: kernlab
Kernel-Based Machine Learning Lab
Papers that mentioned: 157
cran: nnet
Feed-Forward Neural Networks and Multinomial Log-Linear Models
Papers that mentioned: 296
cran: RISCA
Causal Inference and Prediction in Cohort-Based Analyses
Papers that mentioned: 3
cran: SuperLearner
Super Learner Prediction
Papers that mentioned: 56
pypi: caret
A Python Interface to Asterisk
Papers that mentioned: 630
pypi: gbm
Read and analyze GBM data
Papers that mentioned: 250
pypi: glmnet
Python wrapper for glmnet
Papers that mentioned: 1,607