Labs, Tools

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Labs, Tools

Causal Inference 360

09 Apr, 2020

A Python package for inferring causal effects from observational data. Description Causal inference analysis enables estimating the causal effect of an intervention on some outcome from real-world non-experimental observational data. This package provides...

CausalImpact

09 Apr, 2020

1. Installing the package 2. Creating an example dataset 3. Running an analysis 4. Plotting the results 5. Working with dates and times 6. Printing a summary table 7. Adjusting the model 8. Using a custom model 9. FAQ 10. Further resources An R package...

Causality and Machine Learning

09 Apr, 2020

At Microsoft Research, our causality research spans a broad array of topics, including: using causal insights to improve machine learning methods; adapting and scaling causal methods to leverage large-scale and high-dimensional datasets; and applying...