causal-inference-in-R issues

04.02: Target Trials

2

- [ ] time zero (only pre-treatment covariates, etc) - [ ] #33 - [ ] https://twitter.com/_MiguelHernan/status/1559425817322700802 - [ ] https://www.bmj.com/content/378/bmj-2022-071108 - [ ] https://www.bmj.com/content/bmj/379/bmj-2022-070717.full.pdf - [ ] Should also...

malcolmbarrett

:dart: target trial

:pencil2: writing

CausalOps

Interesting idea, as it makes sense that a causal effect would differ as the causal structure evolves as well as over time and space. I don't know if this belongs...

malcolmbarrett

07.01: Data wrangling and recipes

1

- [ ] #46

malcolmbarrett

:pencil2: writing

:cowboy_hat_face: wrangling/eda

16.01: The Parametric G-Formula

2

malcolmbarrett

:book: theory

:pencil2: writing

:cowboy_hat_face: wrangling/eda

Expanding on continuous exposures

5

Balance assessment: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6484705/ Binning: https://journals.lww.com/epidem/Fulltext/2014/03000/Constructing_Inverse_Probability_Weights_for.21.aspx

malcolmbarrett

:chart_with_upwards_trend: modeling

:test_tube: diagnostics

14.01: Calculating propensity scores for categorical exposures

1

Probably using continuous -> quintiles approach rather than finding a third example. Good chance to discuss https://pubmed.ncbi.nlm.nih.gov/24487212/ - [ ] ATO: https://arxiv.org/pdf/1808.05339.pdf - [ ] https://www.sciencedirect.com/science/article/abs/pii/S0378375822000337?casa_token=WGu_Vq3gqqkAAAAA:vdjjde8G_Kq3-aikLfRCrj2ROk0SU1hlTDVbrjGjCu3km5QNuMzS-KzUXJOG7pSRH-jaP1vTenP3 - [ ] https://pubmed.ncbi.nlm.nih.gov/33462862/...

malcolmbarrett

:chart_with_upwards_trend: modeling

:pencil2: writing