I came across a research where the authors hypothesized that x will cause y. The team used self-assessment survey questions to collect all the data on x and y. At time point 1, they asked respondents...

I am currently experimenting with ggdag and I want to color the exposure, the outcome, and the rest of the nodes. How can I make every node that's not an exposure or outcome the this hex color: #fcba0...

I have 2 time series, X_t and Y_t, which are on different scales. Y_t can be 0 to infinite, while X_t is limited to 0 to 100. How can I determine if the trend of X_t forecast the trend of Y_t? In othe...

I am quite new to causal inference and want to try some methods for treatment effect estimation. For this purpose, I created a the following data generation process in Python: import numpy as np n = ...