Articles with "derivation multivariate" as a keyword



Derivation of a multivariate longitudinal causal effects model

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Published in 2025 at "Journal of Applied Statistics"

DOI: 10.1080/02664763.2025.2457013

Abstract: This paper presents a causal inference estimation method for longitudinal observational studies with multiple outcomes. The method uses marginal structural models with inverse probability treatment weights (MSM-IPTWs). In developing the proposed method, we re-define the… read more here.

Keywords: derivation multivariate; treatment; causal effects; multivariate longitudinal ... See more keywords