Package: dpm 1.3.0
dpm: Dynamic Panel Models Fit with Maximum Likelihood
Implements the dynamic panel models described by Allison, Williams, and Moral-Benito (2017 <doi:10.1177/2378023117710578>) in R. This class of models uses structural equation modeling to specify dynamic (lagged dependent variable) models with fixed effects for panel data. Additionally, models may have predictors that are only weakly exogenous, i.e., are affected by prior values of the dependent variable. Options also allow for random effects, dropping the lagged dependent variable, and a number of other specification choices.
Authors:
dpm_1.3.0.tar.gz
dpm_1.3.0.zip(r-4.7-any)dpm_1.3.0.zip(r-4.6-any)dpm_1.3.0.zip(r-4.5-any)
dpm_1.3.0.tgz(r-4.6-any)dpm_1.3.0.tgz(r-4.5-any)
dpm_1.3.0.tar.gz(r-4.7-any)dpm_1.3.0.tar.gz(r-4.6-any)
dpm_1.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
dpm/json (API)
| # Install 'dpm' in R: |
| install.packages('dpm', repos = c('https://jacob-long.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jacob-long/dpm/issues
Pkgdown/docs site:https://dpm.jacob-long.com
Last updated from:7e8ad19064. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 292 | ||
| source / vignettes | OK | 239 | ||
| linux-release | OK | 300 | ||
| macos-release | OK | 282 | ||
| macos-oldrel | OK | 240 | ||
| windows-devel | OK | 272 | ||
| windows-release | OK | 248 | ||
| windows-oldrel | OK | 232 | ||
| wasm-release | OK | 118 |
Exports:coefdpmformulaget_idget_syntaxget_waveget_wide_datalav_summarylong_panelpanel_datashowsummaryupdatewiden_panel
Dependencies:backportsbootbroombroom.mixedclicodacodetoolscpp11crayondigestdplyrfarverforcatsFormulafurrrfuturegenericsggplot2globalsgluegtableisobandjtoolslabelinglatticelavaanlifecyclelistenvlme4lmerTestmagrittrMASSMatrixminqamnormtnlmenloptrnumDerivpanderpanelrparallellypbivnormpillarpkgconfigpurrrquadprogR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangS7sandwichscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Dynamic panel models fit with maximum likelihood | dpm |
| Dynamic Panel Model ('dpm') class | dpm-class |
| Retrieve lavaan model syntax from fitted dpm model | get_syntax |
| Retrieve wide-format data from fitted dpm model | get_wide_data |
| lavaan-style summary for dpm objects | lav_summary |
| Summarize dpm objects | summary,dpm-method |
| Tidy methods for dpm | glance.dpm tidy.dpm |
| Various methods for 'dpm' objects | coef coef,dpm-method coef.dpm formula,dpm-method show,dpm-method update update,dpm-method update.dpm |