Package: tsnet 0.1.0

tsnet: Fitting, Comparing, and Visualizing Networks Based on Time Series Data

Fit, compare, and visualize Bayesian graphical vector autoregressive (GVAR) network models using 'Stan'. These models are commonly used in psychology to represent temporal and contemporaneous relationships between multiple variables in intensive longitudinal data. Fitted models can be compared with a test based on matrix norm differences of posterior point estimates to quantify the differences between two estimated networks. See also Siepe, Kloft & Heck (2024) <doi:10.31234/osf.io/uwfjc>.

Authors:Björn S. Siepe [aut, cre, cph], Matthias Kloft [aut], Daniel W. Heck [ctb]

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tsnet.pdf |tsnet.html
tsnet/json (API)
NEWS

# Install 'tsnet' in R:
install.packages('tsnet', repos = c('https://bsiepe.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/bsiepe/tsnet/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • fit_data - Example Posterior Samples
  • ts_data - Simulated Time Series Dataset

On CRAN:

Conda:

cpp

2.70 score 1 stars 9 scripts 188 downloads 8 exports 64 dependencies

Last updated 6 months agofrom:dde86c499e. Checks:3 OK, 9 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-win-x86_64NOTEMar 05 2025
R-4.5-mac-x86_64NOTEMar 05 2025
R-4.5-mac-aarch64NOTEMar 05 2025
R-4.5-linux-x86_64NOTEMar 05 2025
R-4.4-win-x86_64OKMar 05 2025
R-4.4-mac-x86_64NOTEMar 05 2025
R-4.4-mac-aarch64NOTEMar 05 2025
R-4.4-linux-x86_64NOTEMar 05 2025
R-4.3-win-x86_64OKMar 05 2025
R-4.3-mac-x86_64NOTEMar 05 2025
R-4.3-mac-aarch64NOTEMar 05 2025

Exports:check_eigencompare_gvarget_centralityplot_centralitypost_distance_withinposterior_plotstan_fit_convertstan_gvar

Dependencies:abindbackportsBHcallrcheckmateclicolorspacecowplotcpp11descdistributionaldplyrfansifarvergenericsggdistggokabeitoggplot2gluegridExtragtableinlineisobandlabelinglatticelifecycleloomagrittrMASSMatrixmatrixStatsmgcvmunsellnlmenumDerivpillarpkgbuildpkgconfigposteriorprocessxpspurrrquadprogQuickJSRR6RColorBrewerRcppRcppEigenRcppParallelrlangrstanrstantoolsscalesStanHeadersstringistringrtensorAtibbletidyrtidyselectutf8vctrsviridisLitewithr