Benjamin T. Vincent
Benjamin T. Vincent
Following a discussion with @ricardoV94, it seems that we are pip installing pymc. We should instead install pymc in the [recommended manner](https://www.pymc.io/projects/docs/en/stable/installation.html). I'm not 100% sure how to implement this...
Currently we support 3.10 and 3.11 in that we run the remote tests on these versions (see `.github/workflows/ci.yml`). It would be good to add support for 3.12.
We already have the ability to run geo-testing (with synthetic control methods), but this assumes that we have just a single treated region. But often we may have (or plan...
In the context of geo testing... Let's say we have historical data of some KPI (such as sales, or customer sign ups) across multiple geographies. And we are considering running...
As highlighted in #255, the current synthetic control model is restricted to interpolation. That is, when the synthetic control is modelled as a weighted sum of untreated units, and that...
Publish a paper of the repo at https://joss.theoj.org/
At the moment it seems that we only test the `summary` method for the `pymc_experiments.DifferenceInDifferences` class, and that is in the `test_pymc_experiments.py` file... https://github.com/pymc-labs/CausalPy/blob/3bb81a702a19e725b1b180b8ddbc1aa3e453204c/causalpy/tests/test_pymc_experiments.py#L10-L23 We should make sure that we...
#177 added UML diagrams to the `CONTRIBUTING.md` file. At the moment these are manually generated by ```bash pyreverse -o png causalpy --output-directory img ``` It would be great to get...
Currently, the causal impact plots have HDI's which represent the model expectation. This was done intentionally, but we should do the following: - [ ] Add a kwarg to allow...
* This would lead to feature parity with `CausalImpact` I believe. * There is a jax implementation here https://github.com/probml/sts-jax * There is a tensorflow implementation here https://github.com/WillianFuks/tfcausalimpact * See the...