https://holst.it/tags/average-treatment-effects/ Recent content in Average Treatment Effects on Klaus K. Holst Hugo -- 0.148.2 en Mon, 01 Sep 2025 00:00:00 +0200 https://holst.it/posts/targeted/ Mon, 01 Sep 2025 00:00:00 +0200 https://holst.it/posts/targeted/ <p>The `targeted` package implements various methods for targeted learning and semiparametric inference including augmented inverse probability weighted (AIPW) estimators for missing data and causal inference (Bang and Robins (2005) &lt;doi:10.1111/j.1541-0420.2005.00377.x&gt;), variable importance and conditional average treatment effects (CATE) (van der Laan (2006) &lt;doi:10.2202/1557-4679.1008&gt;), estimators for risk differences and relative risks (Richardson et al. (2017) &lt;doi:10.1080/01621459.2016.1192546&gt;), assumption lean inference for generalized linear model parameters (Vansteelandt et al. (2022) &lt;doi:10.1111/rssb.12504&gt;).</p>