Package: pltesim 1.0

pltesim: Simulate Probabilistic Long-Term Effects in Models with Temporal Dependence

Calculates and depicts probabilistic long-term effects in binary models with temporal dependence variables. The package performs two tasks. First, it calculates the change in the probability of the event occurring given a change in a theoretical variable. Second, it calculates the rolling difference in the future probability of the event for two scenarios: one where the event occurred at a given time and one where the event does not occur. The package is consistent with the recent movement to depict meaningful and easy-to-interpret quantities of interest with the requisite measures of uncertainty. It is the first to make it easy for researchers to interpret short- and long-term effects of explanatory variables in binary autoregressive models, which can have important implications for the correct interpretation of these models.

Authors:Christopher Gandrud [aut, cre], Laron K. Williams [aut]

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

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

Peer review:

Bug tracker:https://github.com/christophergandrud/pltesim/issues

Datasets:
  • negative - Simulated data set from Williams (2016) to illustrate negative duration dependence
  • negative_year - Simulated data set based on Williams (2016) to illustrate negative duration dependence in examples

On CRAN:

simulationtime-seriesvisualization

2.70 score 1 stars 6 scripts 484 downloads 4 exports 32 dependencies

Last updated 7 years agofrom:f1979ee6a2. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 20 2024
R-4.5-winNOTENov 20 2024
R-4.5-linuxNOTENov 20 2024
R-4.4-winOKNov 20 2024
R-4.4-macOKNov 20 2024
R-4.3-winOKNov 20 2024
R-4.3-macOKNov 20 2024

Exports:btscslogistic_prob_FUNplte_builderplte_plot

Dependencies:clicolorspacecoreSimdplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbletidyselectutf8vctrsviridisLitewithr