T-learners, S-learners and X-learners

T-learners, S-learners and X-learners are all meta-algorithms that one can use for estimating the conditional average treatment effect (CATE) in the causal inference setting. The information here is largely taken from Künzel et. al. (2019) (Reference 1). All 3 methods are implemented in Microsoft’s EconML python package. Set-up We index individuals by . Each individual […]

T-learners, S-learners and X-learners

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s