Moritz Schauer

Feedback and Contributing

4

This issue is held open for general feedback, feature requests and to coordinate contributions to the package; or just to say "hello".

Heads-up: replacement of SamplePath

1

I am working on a more flexible implementation of `SamplePath`. I hope you appreciate renaming `tt` and `yy` fields `t` and `x`. You can follow design here: https://github.com/mschauer/Trajectories.jl

@ChrisRackauckas Real OU bridge was implemented in https://github.com/mschauer/Bridge.jl/commit/7397f015c6d69300a7542bcf52ef19d581def2b3 For the vector valued OU bridge some matrix algebra is missing, but the one-dimensional formulas give a good idea how the answer...

Clean or replace hand-drawn pictures

8

in https://mschauer.github.io/CausalInference.jl/latest/examples/backdoor_example/ (not against hand-drawn, actually, but they are a bit difficult to read)

Remove unnecessary `::Float64` constraints, e.g see comment in #68

Implement search for adjustment sets

1

High effort PR, but rewarding and a straight solution: The problem is as follows: There are two variables X and Y and we want to know the effect of X...

Improve documentation on DAG models

3

Improve documentation on DAG models, see https://r-causal.github.io/ggdag/articles/intro-to-dags.html for a nice example.

For DAGs: https://arxiv.org/pdf/1203.3515.pdf More general for CPDAG/MAG/PAG: https://auai.org/uai2015/proceedings/papers/155.pdf

Roadmap / Contributing

2

Contributions, comments and feature requests are most welcome. The vanilla PC algorithm, the Markov skeleton algorithm and a function to check `d`-separation for directed graphs are implemented. Regards! Tagging @tfgit,...

Random seed for tests

1

https://github.com/mschauer/CausalInference.jl/blob/master/test/klentropy.jl needs `Random.sees!(nnn)`, otherwise it will fail randomly. Maybe this applies to some more points