Package: netSEM
Type: Package
Title: Network Structural Equation Modeling
Description: The network structural equation modeling conducts a network 
    statistical analysis on a data frame of coincident observations of 
    multiple continuous variables [1]. 
    It builds a pathway model by exploring a pool of domain knowledge guided 
    candidate statistical relationships between each of the variable pairs, 
    selecting the 'best fit' on the basis of a specific criteria such as 
    adjusted r-squared value.
    This material is based upon work supported by the U.S. National Science 
    Foundation Award EEC-2052776 and EEC-2052662 for the MDS-Rely IUCRC Center, 
    under the NSF Solicitation: 
    NSF 20-570 Industry-University Cooperative Research Centers Program 
    [1] Bruckman, Laura S., Nicholas R. Wheeler, Junheng Ma, Ethan Wang, 
    Carl K. Wang, Ivan Chou, Jiayang Sun, and Roger H. French. (2013) 
    <doi:10.1109/ACCESS.2013.2267611>.
Version: 0.7.0
Authors@R: c(person("Wei-Heng", "Huang", email="wxh272@case.edu", 
                    role=c("aut"), comment = c(ORCID = "0000-0002-6609-4981")),
            person("Nicholas R.", "Wheeler", email="nrw16@case.edu", 
                    role=c("aut"), comment = c(ORCID = "0000-0003-2248-8919")),
            person("Addison G.", "Klinke", email="agk38@case.edu", 
                    role=c("aut"), comment = c(ORCID = "0000-0002-6985-7657")),
            person("Yifan", "Xu", email="yxx218@case.edu", 
                    role=c("aut"), comment = c(ORCID = "0000-0003-1696-0228")),
            person("Wenyu", "Du", email="wxd97@case.edu", 
                    role=c("aut"), comment = c(ORCID = "0000-0002-8672-9104")),
            person("Amit K.", "Verma", email="aak126@case.edu", 
                    role=c("aut"), comment = c(ORCID = "0000-0003-1580-3001")),
            person("Abdulkerim", "Gok", email="axg515@case.edu", 
                    role=c("aut"), comment = c(ORCID = "0000-0003-3433-7106")),
            person("Devin A.", "Gordon", email="dag109@case.edu", 
                    role=c("ctb"), comment = c(ORCID = "0000-0002-5919-0422")),
            person("Yu", "Wang", email="yxw880@case.edu", 
                    role=c("ctb"), comment = c(ORCID = "0000-0003-1353-2578")), 
            person("Sameera", "Nalin Venkat", email="sxn440@case.edu", 
                    role=c("ctb"), comment = c(ORCID = "0000-0002-9114-4602")),
            person("HeinHtet", "Aung", email="hxh483@case.edu", 
                    role=c("ctb"), comment = c(ORCID = "0000-0002-8191-8213")),
            person("Yeajin", "Jo", email="yxj414@case.edu", 
                    role=c("ctb"), comment = c(ORCID = "0000-0001-7026-3779")),
            person("Xuanji", "Yu", email = "xxy530@case.edu",
                    role = c("ctb"), comment = c(ORCID = "0000-0003-1967-3769")),
            person("Kemal", "Ozdemirli", email = "kxo146@case.edu",
                    role = c("ctb"), comment = c()),
            person("Van D.", "Tran", email = "vxt101@case.edu",
                    role = c("ctb"), comment = c(ORCID = "0009-0008-4355-0543")),
            person("Jonathan", "Gordon", email = "jgordon5@bowdoin.edu",
                    role = c("ctb"), comment = c(ORCID = "0009-0007-5958-7386")),
            person("Jayvic Cristian", "Jimenez", email="jxj440@case.edu", 
                    role=c("ctb"), comment = c(ORCID = "0000-0002-2342-5648")),
            person("Jiqi", "Liu", email="jxl1763@case.edu", 
                    role=c("ctb"), comment = c(ORCID = "0000-0003-2016-4160")),
            person("Alan J.", "Curran", email="ajc269@case.edu", 
                    role=c("ctb"), comment = c(ORCID = "0000-0002-4505-8359")),
            person("Justin S.", "Fada", email="jsf77@case.edu", 
                    role=c("ctb"), comment = c(ORCID = "0000-0002-0029-5051")),
            person("Xuan", "Ma", email="xxm115@case.edu", 
                    role=c("ctb"), comment = c(ORCID = "0000-0003-2361-2846")),
            person("Jennifer L.", "Braid", email="jlb269@case.edu", 
                    role=c("ctb"), comment = c(ORCID = "0000-0002-0677-7756")),
            person("Jennifer L. W.", "Carter", email="jwc137@case.edu", 
                    role=c("ctb"), comment = c(ORCID = "0000-0001-6702-729X")),        
            person("Laura S.", "Bruckman", email="lsh41@case.edu", 
                    role=c("aut", "cre"), comment = c(ORCID = "0000-0003-1271-1072")),
            person("Roger H.", "French", email="rxf131@case.edu", 
                    role=c("aut", "cph"), comment = c(ORCID = "0000-0002-6162-0532")) )
Depends: R (>= 3.1.0)
Imports: DiagrammeR (>= 0.9.2), DiagrammeRsvg (>= 0.1), htmlwidgets (>=
        1.2), knitr (>= 1.20), magrittr (>= 1.5), MASS (>= 7.3-47),
        rsvg (>= 1.1), svglite (>= 1.2.1), png (>= 0.1-7), segmented
        (>= 0.5-3.0), rlang (>= 1.1.3), butcher (>= 0.4.0), glue (>=
        1.8.0), purrr (>= 1.2.1), stats (>= 4.5.2), tibble (>= 3.3.0),
        broom (>= 1.0.11), dplyr (>= 1.1.4), janitor (>= 2.2.1),
        rcompanion (>= 2.5.1), tidyr (>= 1.3.2), stringr (>= 1.6.0)
License: GPL (>= 2)
LazyData: true
Encoding: UTF-8
Suggests: rmarkdown, testthat (>= 3.0.0)
VignetteBuilder: knitr
RoxygenNote: 7.3.3
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2026-02-24 18:15:31 UTC; hxh483
Author: Wei-Heng Huang [aut] (ORCID: <https://orcid.org/0000-0002-6609-4981>),
  Nicholas R. Wheeler [aut] (ORCID:
    <https://orcid.org/0000-0003-2248-8919>),
  Addison G. Klinke [aut] (ORCID:
    <https://orcid.org/0000-0002-6985-7657>),
  Yifan Xu [aut] (ORCID: <https://orcid.org/0000-0003-1696-0228>),
  Wenyu Du [aut] (ORCID: <https://orcid.org/0000-0002-8672-9104>),
  Amit K. Verma [aut] (ORCID: <https://orcid.org/0000-0003-1580-3001>),
  Abdulkerim Gok [aut] (ORCID: <https://orcid.org/0000-0003-3433-7106>),
  Devin A. Gordon [ctb] (ORCID: <https://orcid.org/0000-0002-5919-0422>),
  Yu Wang [ctb] (ORCID: <https://orcid.org/0000-0003-1353-2578>),
  Sameera Nalin Venkat [ctb] (ORCID:
    <https://orcid.org/0000-0002-9114-4602>),
  HeinHtet Aung [ctb] (ORCID: <https://orcid.org/0000-0002-8191-8213>),
  Yeajin Jo [ctb] (ORCID: <https://orcid.org/0000-0001-7026-3779>),
  Xuanji Yu [ctb] (ORCID: <https://orcid.org/0000-0003-1967-3769>),
  Kemal Ozdemirli [ctb],
  Van D. Tran [ctb] (ORCID: <https://orcid.org/0009-0008-4355-0543>),
  Jonathan Gordon [ctb] (ORCID: <https://orcid.org/0009-0007-5958-7386>),
  Jayvic Cristian Jimenez [ctb] (ORCID:
    <https://orcid.org/0000-0002-2342-5648>),
  Jiqi Liu [ctb] (ORCID: <https://orcid.org/0000-0003-2016-4160>),
  Alan J. Curran [ctb] (ORCID: <https://orcid.org/0000-0002-4505-8359>),
  Justin S. Fada [ctb] (ORCID: <https://orcid.org/0000-0002-0029-5051>),
  Xuan Ma [ctb] (ORCID: <https://orcid.org/0000-0003-2361-2846>),
  Jennifer L. Braid [ctb] (ORCID:
    <https://orcid.org/0000-0002-0677-7756>),
  Jennifer L. W. Carter [ctb] (ORCID:
    <https://orcid.org/0000-0001-6702-729X>),
  Laura S. Bruckman [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-1271-1072>),
  Roger H. French [aut, cph] (ORCID:
    <https://orcid.org/0000-0002-6162-0532>)
Maintainer: Laura S. Bruckman <lsh41@case.edu>
Repository: CRAN
Date/Publication: 2026-02-24 18:40:07 UTC
Built: R 4.6.0; ; 2026-04-01 03:48:22 UTC; windows
