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license: MIT
title: 'stablespec: Stable Specification Search in Structural Equation Models'
version: 0.3.0
doi: 10.32614/CRAN.package.stablespec
abstract: 'An exploratory and heuristic approach for specification search in Structural
  Equation Modeling. The basic idea is to subsample the original data and then search
  for optimal models on each subset. Optimality is defined through two objectives:
  model fit and parsimony. As these objectives are conflicting, we apply a multi-objective
  optimization methods, specifically NSGA-II, to obtain optimal models for the whole
  range of model complexities. From these optimal models, we consider only the relevant
  model specifications (structures), i.e., those that are both stable (occur frequently)
  and parsimonious and use those to infer a causal model.'
authors:
- family-names: Rahmadi
  given-names: Ridho
  email: r.rahmadi@cs.ru.nl
- family-names: Groot
  given-names: Perry
- family-names: Heskes
  given-names: Tom
repository: https://rahmarid.r-universe.dev
repository-code: https://github.com/rahmarid/stablespec
commit: b25699ceb415eda12bdadea17e24d701a7ae5d6e
url: https://github.com/rahmarid/stablespec
date-released: '2017-04-04'
contact:
- family-names: Rahmadi
  given-names: Ridho
  email: r.rahmadi@cs.ru.nl