Package: networktree 1.0.1.9000

networktree: Recursive Partitioning of Network Models

Network trees recursively partition the data with respect to covariates. Two network tree algorithms are available: model-based trees based on a multivariate normal model and nonparametric trees based on covariance structures. After partitioning, correlation-based networks (psychometric networks) can be fit on the partitioned data. For details see Jones, Mair, Simon, & Zeileis (2020) <doi:10.1007/s11336-020-09731-4>.

Authors:Payton Jones [aut, cre], Thorsten Simon [aut], Achim Zeileis [aut]

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networktree.pdf |networktree.html✨
networktree/json (API)
NEWS

# Install 'networktree' in R:

install.packages('networktree', repos = c('https://paytonjjones.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/paytonjjones/networktree/issues

Datasets:

dass - Depression Anxiety and Stress Scale
tipi - Ten Item Personality Questionnaire
workaholic - Workaholism and Psychiatric Symptoms

On CRAN:

network-analysis psychometrics tree-models

3.85 score 13 stars 11 scripts 286 downloads 1 mentions 5 exports 92 dependencies

Last updated 2 years agofrom:9479f95a1c. Checks:OK: 1 NOTE: 6. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 23 2024
R-4.5-win	NOTE	Nov 23 2024
R-4.5-linux	NOTE	Nov 23 2024
R-4.4-win	NOTE	Nov 23 2024
R-4.4-mac	NOTE	Nov 23 2024
R-4.3-win	NOTE	Nov 23 2024
R-4.3-mac	NOTE	Nov 23 2024

Exports:comparetree cortrafo getnetwork mvnfit networktree

Dependencies:abind backports base64enc bslib cachem checkmate cli cluster colorspace corpcor cpp11 data.table digest evaluate fansi farver fastmap fdrtool fontawesome foreign Formula fs ggplot2 glasso glue GPArotation gridBase gridExtra gtable gtools highr Hmisc htmlTable htmltools htmlwidgets igraph inum isoband jpeg jquerylib jsonlite knitr labeling lattice lavaan libcoin lifecycle magrittr MASS Matrix memoise mgcv mime mnormt munsell mvtnorm nlme nnet numDeriv partykit pbapply pbivnorm pillar pkgconfig plyr png psych qgraph quadprog R6 rappdirs RColorBrewer Rcpp reshape2 rlang rmarkdown rpart rstudioapi sass scales stringi stringr survival tibble tinytex utf8 vctrs viridis viridisLite withr xfun yaml

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
comparetree	comparetree
cortrafo	cortrafo
Depression Anxiety and Stress Scale	dass
getnetwork	getnetwork
Maximum Likelihood Estimation for Multivariate Normal Model	mvnfit
networktree: Partitioning of network models	networktree networktree.default networktree.formula
Plotting 'networktree' objects	plot.networktree
Predict 'networktree' objects	predict.networktree
Printing 'networktree' objects	print.networktree
Ten Item Personality Questionnaire	tipi
Workaholism and Psychiatric Symptoms	workaholic