clustTMB: Spatio-Temporal Finite Mixture Model using 'TMB'
Fits a spatio-temporal finite mixture model using 'TMB'. Covariate, spatial and temporal random effects can be incorporated into the gating formula using multinomial logistic regression, the expert formula using a generalized linear mixed model framework, or both.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | cluster,clustMixType,fmesher,lme4,Matrix,mclust, methods,reformulas,MoEClust,sf, stats,TMB (≥ 1.9.0) |
| LinkingTo: | RcppEigen,TMB |
| Suggests: | bookdown,covr,cowplot,dplyr,FMsmsnReg,GGally,ggplot2,ggspatial,giscoR,inlabru,kableExtra,knitr,magrittr,MixSim,mvnfast,mvtnorm,palmerpenguins,rmarkdown,sdmTMB,sp,spData,splancs,testthat,tidyr,tweedie,wesanderson |
| Published: | 2024-10-14 |
| DOI: | 10.32614/CRAN.package.clustTMB |
| Author: | Andrea M. Havron [aut, cre, cph] |
| Maintainer: | Andrea M. Havron <andrea.havron at noaa.gov> |
| BugReports: | https://github.com/Andrea-Havron/clustTMB/issues |
| License: | GPL-3 |
| URL: | https://github.com/Andrea-Havron/clustTMB,https://andrea-havron.github.io/clustTMB/ |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Citation: | clustTMB citation info |
| Materials: | README,NEWS |
| CRAN checks: | clustTMB results |
Documentation:
| Reference manual: | clustTMB.html ,clustTMB.pdf |
| Vignettes: | Covariance Structure (source,R code) Meuse Data Example (source,R code) |
Downloads:
| Package source: | clustTMB_0.1.0.tar.gz |
| Windows binaries: | r-devel:clustTMB_0.1.0.zip, r-release:clustTMB_0.1.0.zip, r-oldrel:clustTMB_0.1.0.zip |
| macOS binaries: | r-release (arm64):clustTMB_0.1.0.tgz, r-oldrel (arm64):clustTMB_0.1.0.tgz, r-release (x86_64):clustTMB_0.1.0.tgz, r-oldrel (x86_64):clustTMB_0.1.0.tgz |
Linking:
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