Package: bboutools 0.1.0

Seb Dalgarno

bboutools: Boreal Caribou Survival, Recruitment and Population Growth

Estimates annual survival, recruitment and population growth for boreal caribou populations using Bayesian and Maximum Likelihood models with fixed and random effects.

Authors:Seb Dalgarno [aut, cre], Joe Thorley [aut], John Boulanger [aut], Ayla Pearson [aut], Environment and Climate Change Canada [cph]

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

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

Peer review:

Bug tracker:https://github.com/poissonconsulting/bboutools/issues

On CRAN:

5.10 score 1 stars 2 packages 14 scripts 43 exports 53 dependencies

Last updated 24 days agofrom:e383ae601b. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 28 2024
R-4.5-winOKOct 28 2024
R-4.5-linuxOKOct 28 2024
R-4.4-winOKOct 28 2024
R-4.4-macOKOct 28 2024
R-4.3-winOKOct 28 2024
R-4.3-macOKOct 28 2024

Exports:augmentbb_fit_recruitmentbb_fit_recruitment_mlbb_fit_survivalbb_fit_survival_mlbb_plot_monthbb_plot_month_survivalbb_plot_yearbb_plot_year_growthbb_plot_year_population_changebb_plot_year_recruitmentbb_plot_year_survivalbb_plot_year_trend_recruitmentbb_plot_year_trend_survivalbb_predict_calf_cow_ratiobb_predict_growthbb_predict_lambdabb_predict_population_changebb_predict_recruitmentbb_predict_recruitment_trendbb_predict_survivalbb_predict_survival_trendbb_priors_recruitmentbb_priors_survivalcoefconvergedesrestimatesglancelogLikmodel_codemodel_recruitmentmodel_survivalnchainsnitersnobsnparsntermsparspredictrhatsamplestidy

Dependencies:abindbboudatachkclicodacolorspacecpp11dplyrextrasfansifarvergenericsggplot2gluegtablehmsigraphisobandlabelinglatticelifecyclemagrittrMASSMatrixmcmcderivemcmcrmgcvmunsellnewdatanimblenlistnlmenumDerivpillarpkgconfigpracmapurrrR6RColorBrewerrescalerlangscalesstringistringrtermtibbletidyrtidyselectuniversalsutf8vctrsviridisLitewithr

Getting Started with bboutools

Rendered frombboutools.Rmdusingknitr::rmarkdownon Oct 28 2024.

Last update: 2024-10-28
Started: 2024-04-27

Readme and manuals

Help Manual

Help pageTopics
Get Augmented Data from bboufit Objectaugment.bboufit
Get Augmented Data from bboufit_ml Objectaugment.bboufit_ml
Fit Recruitment Modelbb_fit_recruitment
Fit Recruitment Model with Maximum Likelihoodbb_fit_recruitment_ml
Fit Survival Modelbb_fit_survival
Fit Survival Model with Maximum Likelihoodbb_fit_survival_ml
Plot Monthbb_plot_month bb_plot_month.bboufit_survival bb_plot_month.data.frame
Plot Monthly Survivalbb_plot_month_survival bb_plot_month_survival.bboufit_survival bb_plot_month_survival.data.frame
Plot Yearbb_plot_year bb_plot_year.bboufit bb_plot_year.bboufit_ml bb_plot_year.data.frame
Plot Year Population Growthbb_plot_year_growth
Plot Year Population Changebb_plot_year_population_change
Plot Year Recruitmentbb_plot_year_recruitment bb_plot_year_recruitment.bboufit_recruitment bb_plot_year_recruitment.data.frame
Plot Year Survivalbb_plot_year_survival bb_plot_year_survival.bboufit_survival bb_plot_year_survival.data.frame
Plot Annual Recruitment Trendbb_plot_year_trend_recruitment bb_plot_year_trend_recruitment.bboufit_recruitment bb_plot_year_trend_recruitment.data.frame
Plot Annual Survival Trendbb_plot_year_trend_survival bb_plot_year_trend_survival.bboufit_survival bb_plot_year_trend_survival.data.frame
Predict Calf-Cow Ratiobb_predict_calf_cow_ratio
Predict Population Growth Lambdabb_predict_growth bb_predict_lambda
Predict Population Changebb_predict_population_change
Predict Recruitmentbb_predict_recruitment
Predict Recruitment Trendbb_predict_recruitment_trend
Predict Survivalbb_predict_survival
Predict Survival Trendbb_predict_survival_trend
Recruitment model default priorsbb_priors_recruitment
Survival model default priorsbb_priors_survival
Get Tidy Tibble from bboufit Object.coef.bboufit
Get Tidy Tibble from bboufit_ml Object.coef.bboufit_ml
Get Convergence of bboufit Objectconverged.bboufit
Get Convergence of bboufit_ml Objectconverged.bboufit_ml
Get Effective Sample Rate of bboufit Objectesr.bboufit
Estimates for bboufit Objectestimates.bboufit
Estimates for bboufit_ml Objectestimates.bboufit_ml
Get a Glance Summary of bboufit Objectglance.bboufit
Get a Glance Summary of bboufit_ml Objectglance.bboufit_ml
Get Model Codemodel_code model_code.bboufit model_code.bboufit_ml
Build Nimble recruitment model.model_recruitment
Build Nimble survival model.model_survival
Get Number of Chains from bboufit Objectnchains.bboufit
Get Number of Iterations from bboufit Objectniters.bboufit
Get Number of Parameters from bboufit Objectnpars.bboufit
Get Number of Parameters from bboufit_ml Objectnpars.bboufit_ml
Get Number of Terms from bboufit Objectnterms.bboufit
Get Number of Terms from bboufit_ml Objectnterms.bboufit_ml
Get Parameters from bboufit Objectpars.bboufit
Get Parameters from bboufit_ml Objectpars.bboufit_ml
Predict Recruitmentpredict.bboufit_recruitment
Predict Survivalpredict.bboufit_survival
Get Rhat of bboufit Objectrhat.bboufit
Get MCMC samplessamples samples.bboufit samples.bboufit_ml
Get Tidy Tibble from bboufit Object.tidy.bboufit
Get Tidy Tibble from bboufit_ml Object.tidy.bboufit_ml