tlverse/longbowtools tlverse/longbowtools

  • Stars
    star
    2
  • Language
    R
  • Created about 7 years ago
  • Updated almost 5 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
tlverse/longbowtools
github

tlverse

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Script Automation Tools

More Repositories

1

sl3

๐Ÿ’ช ๐Ÿค” Modern Super Learning with Machine Learning Pipelines
R
100
star
2

tlverse-handbook

๐ŸŽฏ ๐Ÿ“• Targeted Learning in R: A Causal Data Science Handbook
TeX
58
star
3

hal9001

๐Ÿค  ๐Ÿ“ฟ The Highly Adaptive Lasso
R
49
star
4

tmle3

๐ŸŽฏ๐ŸŽ“ Generalized Targeted Learning Framework
R
34
star
5

tlverse

๐Ÿ“ฆ ๐Ÿงฐ Your One Stop to Targeted Learning in R with the tlverse
32
star
6

origami

๐ŸŽฒ ๐Ÿ”ฎ Comprehensive Cross-Validation Engine
R
27
star
7

delayed

๐Ÿ•Ÿ ๐Ÿ’ป Dependent Delayed Computation
R
22
star
8

causalglm

Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning
R
22
star
9

tmle3shift

๐ŸŽฏ ๐ŸŽฒ Targeted Learning of the Causal Effects of Stochastic Interventions
R
15
star
10

tmle3mopttx

๐ŸŽฏ ๐Ÿ’ฏ Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention
R
10
star
11

sl3_lecture

๐Ÿ““ ๐Ÿ’ช An introductory workshop lecture on ensemble machine learning with pipelines using the sl3 R package
JavaScript
6
star
12

hal-workshops

Teaching materials for HAL workshops and short courses
HTML
4
star
13

acic2022-adv-workshop

Materials for the workshop "Targeted Machine Learning of the Causal Effects of Dynamic and Shift Interventions with the tlverse R Packages" at the 2022 American Causal Inference Conference
R
4
star
14

enar2023-workshop

Materials for the workshop "Targeted Learning: Advanced Methods for Causal Machine Learning" at the 2023 International Biometric Society's Eastern North American Region (ENAR) Conference
R
4
star
15

tmle3mediate

๐ŸŽฏ ๐Ÿ”€ Targeted Learning for Causal Mediation Analysis
R
3
star
16

ser2022-workshop

Materials for two half-day workshops on Targeted Learning with the tlverse at the 2022 Society for Epidemiologic Research Meeting
R
3
star
17

csp2020-workshop

๐ŸŽฏ ๐ŸŽ’ Materials for a full-day workshop on Targeted Learning with the tlverse at the 2020 Conference on Statistical Practice
TeX
3
star
18

ser2021-workshop

Materials for the workshop "Targeted Learning in the tlverse: Causal Inference Meets Machine Learning" at the 2021 Society for Epidemiologic Research (SER) Meeting
TeX
3
star
19

jsm2023-workshop

Materials for the workshop "Targeted Learning in the tlverse: Techniques and Tools for Causal Machine Learning" at the 2023 Joint Statistical Meetings (JSM) Conference
TeX
2
star
20

tlverse.org

๐ŸŒŽ The internet home of the tlverse [source]
CSS
2
star
21

tmle3_lecture

๐ŸŽฏ๐ŸŽ“ An introductory workshop lecture on a generalized framework for Targeted Learning using the tmle3 R package
JavaScript
2
star
22

tlverse-workshops

๐ŸŽฏ ๐Ÿ“• Template repository for workshop materials on Targeted Learning with the tlverse
TeX
2
star
23

deming2019-workshop

๐ŸŽฏ ๐ŸŽ’ Materials for a 2-day workshop on Targeted Learning with the tlverse at the 2019 Deming Conference on Applied Statistics
TeX
2
star
24

ctmle3

Collaborative Targeted Maximum Likelihood Estimation (C-TMLE)
R
2
star
25

acic2019-workshop

๐ŸŽฏ ๐ŸŽ’ Materials for a full-day workshop on Targeted Learning with the tlverse at the 2019 Atlantic Causal Inference Conference
TeX
2
star
26

tlverse-slides

Slide presentations for the tlverse
HTML
1
star
27

tlverse-data

Example Datasets
R
1
star
28

tmlcimx2021-workshop

Materials for the workshop "Targeted Machine Learning for Big Data" as part of the Programa de Actualizaciรณn en Salud Pรบblica y Epidemiologรญa of the Instituto Nacional de Salud Pรบblic de Mรฉxico
TeX
1
star
29

enar2021-workshop

Workshop materials for "Targeted Learning in the tlverse: Causal Inference Meets Machine Learning" at the 2021 Spring Meeting of the Eastern North American Region (ENAR) of the International Biometric Society
TeX
1
star
30

gates2019-workshop

๐ŸŽฏ ๐ŸŽ’ Materials for a half-day workshop on Targeted Learning with the tlverse at a 2019 meeting of the Gates Foundation
TeX
1
star