Travis Gerke

Results 9 comments of Travis Gerke

This is an _excellent_ suggestion, thank you!! I'll incorporate in the next round of changes.

another good review of causal ML approaches just out in [preprint](https://arxiv.org/pdf/2206.15475.pdf)

The ML in mediation example we discussed: https://academic.oup.com/ectj/article/25/2/277/6517682 with R implementation in the `medDML` function of `{causalweight}` https://cran.r-project.org/web/packages/causalweight/index.html

and an R bloggers example of cross-fitting! https://www.r-bloggers.com/2017/06/cross-fitting-double-machine-learning-estimator/

holy moly even Jamie in on this game: https://economics.mit.edu/files/12538 and here's the R code: https://github.com/VC2015/DMLonGitHub/ See last paragraph of page 10 into page 11 that gives really good background with...

Great idea, will bring this in over the coming days.

![lagoon-nebula](https://user-images.githubusercontent.com/3831928/91309868-240e4800-e77f-11ea-820c-6c54ed569d1c.jpg) source: https://www.gemini.edu/gallery/media/m8-lagoon-nebula

## DQS ![DQS](https://user-images.githubusercontent.com/3831928/91318651-748aa300-e789-11ea-8707-730d6f42ddc5.png) ## BI ![BI](https://user-images.githubusercontent.com/3831928/91318655-75233980-e789-11ea-9660-6e808b70b0fd.png) ## IT-1 ![IT-1](https://user-images.githubusercontent.com/3831928/91318657-75bbd000-e789-11ea-8bb7-9f0695dfa877.png) ## IT-2 ![IT-2](https://user-images.githubusercontent.com/3831928/91318660-75bbd000-e789-11ea-9486-69e4ff823d9a.png) ## IT-3 ![IT-3](https://user-images.githubusercontent.com/3831928/91318664-76546680-e789-11ea-8c4a-fa360665eabe.png) ## CDSC ![CDSC](https://user-images.githubusercontent.com/3831928/91318666-76546680-e789-11ea-92bd-2f64368b8cf7.png) source: Hand vector created by freepik - www.freepik.com

## CDO ![space-person](https://user-images.githubusercontent.com/3831928/91357244-edf0b880-e7be-11ea-8afc-19bc6b272742.png) ## HI ![rocket](https://user-images.githubusercontent.com/3831928/91318777-9be17000-e789-11ea-98f4-6cb6924c262c.png) ![asteroid-5](https://user-images.githubusercontent.com/3831928/91318755-98e67f80-e789-11ea-8a2c-0288929396a6.png) ![asteroid-4](https://user-images.githubusercontent.com/3831928/91318761-997f1600-e789-11ea-99bf-e41f7b41d089.png) ![asteroid-3](https://user-images.githubusercontent.com/3831928/91318765-9a17ac80-e789-11ea-9c22-d6efa01aad10.png) ![asteroid-2](https://user-images.githubusercontent.com/3831928/91318770-9ab04300-e789-11ea-815e-7fafe0d2d571.png) ![asteroid-1](https://user-images.githubusercontent.com/3831928/91318772-9b48d980-e789-11ea-814c-d8450072a2e0.png) source: Technology vector created by brgfx - www.freepik.com