Package: reslr 0.1.1

Maeve Upton

reslr: Modelling Relative Sea Level Data

The Bayesian modelling of relative sea-level data using a comprehensive approach that incorporates various statistical models within a unifying framework. Details regarding each statistical models; linear regression (Ashe et al 2019) <doi:10.1016/j.quascirev.2018.10.032>, change point models (Cahill et al 2015) <doi:10.1088/1748-9326/10/8/084002>, integrated Gaussian process models (Cahill et al 2015) <doi:10.1214/15-AOAS824>, temporal splines (Upton et al 2023) <arxiv:2301.09556>, spatio-temporal splines (Upton et al 2023) <arxiv:2301.09556> and generalised additive models (Upton et al 2023) <arxiv:2301.09556>. This package facilitates data loading, model fitting and result summarisation. Notably, it accommodates the inherent measurement errors found in relative sea-level data across multiple dimensions, allowing for their inclusion in the statistical models.

Authors:Maeve Upton [cph, aut, cre], Andrew Parnell [aut], Niamh Cahill [aut]

reslr_0.1.1.tar.gz
reslr_0.1.1.tar.gz(r-4.5-noble)reslr_0.1.1.tar.gz(r-4.4-noble)
reslr_0.1.1.tgz(r-4.4-emscripten)reslr_0.1.1.tgz(r-4.3-emscripten)
reslr.pdf |reslr.html
reslr/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/maeveupton/reslr/issues

Pkgdown:https://maeveupton.github.io

Uses libs:
  • jags– Just Another Gibbs Sampler for Bayesian MCMC
  • c++– GNU Standard C++ Library v3
Datasets:

2.59 score 13 scripts 239 downloads 4 exports 65 dependencies

Last updated 1 years agofrom:5fb3b9792f. Checks:OK: 1 ERROR: 1. Indexed: no.

TargetResultDate
Doc / VignettesOKNov 23 2024
R-4.5-linuxERRORNov 23 2024

Exports:%>%cross_val_checkreslr_loadreslr_mcmc

Dependencies:abindarrayhelpersbackportsbootcheckmateclicodacolorspacecpp11data.tabledistributionaldotCall64dplyrfansifarverfastDummiesfieldsgenericsgeosphereggdistggplot2gluegtableisobandlabelinglatticelifecyclemagrittrmapsMASSMatrixmatrixStatsmgcvmunsellncdf4nlmenumDerivpillarpkgconfigplyrposteriorpurrrquadprogR2jagsR2WinBUGSR6RColorBrewerRcpprjagsrlangscalesspspamstringistringrsvUnittensorAtibbletidybayestidyrtidyselectutf8vctrsviridisLitewithr

reslr: advanced

Rendered fromadvanced_reslr.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2023-06-15
Started: 2023-06-15

reslr: quick start guide

Rendered fromquick_start.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2023-06-15
Started: 2023-06-15

reslr: Statistical Models for examining Relative Sea Level Change in R

Rendered fromreslr.Rmdusingknitr::rmarkdownon Nov 23 2024.

Last update: 2023-06-15
Started: 2023-06-15