Search Results for author: Marianne Heins

Found 2 papers, 0 papers with code

Causality on Longitudinal Data: Stable Specification Search in Constrained Structural Equation Modeling

no code implementations • 22 May 2016 • Ridho Rahmadi, Perry Groot, Marieke HC van Rijn, Jan AJG van den Brand, Marianne Heins, Hans Knoop, Tom Heskes

The present work introduces a novel causal modeling algorithm for longitudinal data, that is robust for finite samples based on recent advances in stability selection using subsampling and selection algorithms.

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Causality on Cross-Sectional Data: Stable Specification Search in Constrained Structural Equation Modeling

no code implementations • 18 Jun 2015 • Ridho Rahmadi, Perry Groot, Marianne Heins, Hans Knoop, Tom Heskes

Structure search is performed over Structural Equation Models.

Causal Discovery

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