Package: stablespec
Type: Package
Title: Stable Specification Search in Structural Equation Models
Version: 0.3.0
Date: 2017-04-04
Authors@R: c(
    person("Ridho", "Rahmadi", , "r.rahmadi@cs.ru.nl", c("aut", "cre")),
    person("Perry", "Groot", role = c("aut", "ths")),
    person("Tom", "Heskes", role = c("aut", "ths")),
    person("Christoph", "Stich", role = c("ctb"))
    )
Description: 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.
URL: https://github.com/rahmarid/stablespec
BugReports: https://github.com/rahmarid/stablespec/issues
Depends: R (>= 3.1.0)
License: MIT + file LICENSE
LazyData: TRUE
Imports: ggm, matrixcalc, sem, nsga2R, graph, Rgraphviz, methods,
        polycor, foreach
RoxygenNote: 6.0.1
Suggests: testthat
NeedsCompilation: no
Packaged: 2017-04-04 22:40:38 UTC; Ridho
Author: Ridho Rahmadi [aut, cre],
  Perry Groot [aut, ths],
  Tom Heskes [aut, ths],
  Christoph Stich [ctb]
Maintainer: Ridho Rahmadi <r.rahmadi@cs.ru.nl>
Repository: CRAN
Date/Publication: 2017-04-05 03:27:52 UTC
Built: R 4.6.0; ; 2026-04-26 21:51:27 UTC; unix
