Package: ppdiag 0.1.1.9000

ppdiag: Diagnosis and Visualizations Tools for Temporal Point Processes

A suite of diagnostic tools for univariate point processes. This includes tools for simulating and fitting both common and more complex temporal point processes. We also include functions to visualise these point processes and collect existing diagnostic tools of Brown et al. (2002) <doi:10.1162/08997660252741149> and Wu et al. (2021) <doi:10.1002/9781119821588.ch7>, which can be used to assess the fit of a chosen point process model.

Authors:Sally Sun [aut], Owen G. Ward [aut, cre], Jing Wu [aut], Xiaoxi Zhao [aut], Lihao Xiao [ctb], Tian Zheng [aut]

ppdiag_0.1.1.9000.tar.gz
ppdiag_0.1.1.9000.zip(r-4.7-any)ppdiag_0.1.1.9000.zip(r-4.6-any)ppdiag_0.1.1.9000.zip(r-4.5-any)
ppdiag_0.1.1.9000.tgz(r-4.6-any)ppdiag_0.1.1.9000.tgz(r-4.5-any)
ppdiag_0.1.1.9000.tar.gz(r-4.7-any)ppdiag_0.1.1.9000.tar.gz(r-4.6-any)
ppdiag_0.1.1.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ppdiag/json (API)

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

Bug tracker:https://github.com/owenward/ppdiag/issues

Pkgdown/docs site:https://owenward.github.io

On CRAN:

Conda:

5.34 score 5 stars 22 scripts 202 downloads 17 exports 0 dependencies

Last updated from:d0e3256b9c. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK123
source / vignettesOK166
linux-releaseOK125
macos-releaseOK180
macos-oldrelOK201
windows-develOK71
windows-releaseOK70
windows-oldrelOK92
wasm-releaseOK96

Exports:drawHPIntensitydrawHPPIntensitydrawUniMMHPIntensitydrawUniMMPPIntensityfithpfithppintensityqqplotpp_compensatorpp_diagpp_hppp_hpppp_ksplotpp_mmhppp_mmpppp_qqexppp_residualpp_simulate

Dependencies:

ppdiag, diagnostic tools for temporal Point Processes
Classes | Simulating data | Fitting a point process | Diagnosing the fit of a point process to data | Visualize the intensity function | Visualize intensity and goodness of fit jointly | Residual Analysis | Overall summary of fit
Rendered fromppdiag.Rmdusingknitr::rmarkdown

Last update: 2021-02-23
Started: 2020-10-08

Fitting Markov Modulated Point Process Models
Installing RStan or Cmdstanr | The Stan code for MMPP/MMHP | Fitting these models in RStan | Fitting these models in Cmdstanr | Using the Stan output with ppdiag
Rendered fromfitting_markov_modulated.Rmdusingknitr::rmarkdown

Last update: 2021-02-19
Started: 2021-02-08