mvgam
Dynamic generalised additive models for forecasting discrete ecological time series.
https://github.com/nicholasjclark/mvgam
Category: Biosphere
Sub Category: Ecological and Environmental Modeling
Keywords
bayesian-statistics dynamic-factor-models ecological-modelling forecasting gaussian-process generalised-additive-models generalized-additive-models joint-species-distribution-modelling multilevel-models multivariate-timeseries rstats stan time-series-analysis timeseries vector-autoregression vectorautoregression
Keywords from Contributors
jags
Last synced: about 4 hours ago
JSON representation
Repository metadata
{mvgam} R 📦 to fit Dynamic Bayesian Generalized Additive Models for multivariate modeling and forecasting
- Host: GitHub
- URL: https://github.com/nicholasjclark/mvgam
- Owner: nicholasjclark
- License: other
- Created: 2021-10-18T22:12:20.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2026-02-13T23:30:38.000Z (about 2 months ago)
- Last Synced: 2026-04-05T09:02:39.097Z (9 days ago)
- Topics: bayesian-statistics, dynamic-factor-models, ecological-modelling, forecasting, gaussian-process, generalised-additive-models, generalized-additive-models, joint-species-distribution-modelling, multilevel-models, multivariate-timeseries, rstats, stan, time-series-analysis, timeseries, vector-autoregression, vectorautoregression
- Language: R
- Homepage: https://nicholasjclark.github.io/mvgam/
- Size: 1.22 GB
- Stars: 180
- Watchers: 6
- Forks: 17
- Open Issues: 27
- Releases: 15
-
Metadata Files:
- Readme: README.Rmd
- Changelog: NEWS.md
- Contributing: .github/CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
Owner metadata
- Name: Nicholas Clark
- Login: nicholasjclark
- Email:
- Kind: user
- Description: ARC DECRA Fellow at University of Queensland (Australia). Interested in multivariate statistics and forecasting, with applications in community ecology
- Website: https://researchers.uq.edu.au/researcher/15140
- Location: Brisbane, Queensland, Australia
- Twitter: nj_clark
- Company:
- Icon url: https://avatars.githubusercontent.com/u/35205724?u=7bfed2cf7bef0402a3744b513e440cf93bf0cf15&v=4
- Repositories: 2
- Last ynced at: 2023-02-28T15:25:15.423Z
- Profile URL: https://github.com/nicholasjclark
GitHub Events
Total
- Release event: 2
- Pull request event: 25
- Fork event: 4
- Issues event: 35
- Watch event: 64
- Issue comment event: 45
- Push event: 774
- Pull request review event: 4
- Create event: 5
Last Year
- Pull request event: 3
- Issues event: 6
- Watch event: 16
- Issue comment event: 6
- Push event: 421
- Create event: 2
Committers metadata
Last synced: 3 days ago
Total Commits: 1,137
Total Committers: 5
Avg Commits per committer: 227.4
Development Distribution Score (DDS): 0.323
Commits in past year: 140
Committers in past year: 2
Avg Commits per committer in past year: 70.0
Development Distribution Score (DDS) in past year: 0.15
| Name | Commits | |
|---|---|---|
| Nicholas Clark | n****4@g****m | 770 |
| Nicholas Clark | u****2@u****u | 358 |
| swpease | s****e@g****m | 6 |
| henrykironde | h****e@g****m | 2 |
| Aki Vehtari | a****i@a****i | 1 |
Committer domains:
Issue and Pull Request metadata
Last synced: 13 days ago
Total issues: 76
Total pull requests: 44
Average time to close issues: 3 months
Average time to close pull requests: 25 days
Total issue authors: 13
Total pull request authors: 9
Average comments per issue: 0.93
Average comments per pull request: 1.3
Merged pull request: 27
Bot issues: 0
Bot pull requests: 0
Past year issues: 13
Past year pull requests: 3
Past year average time to close issues: about 19 hours
Past year average time to close pull requests: N/A
Past year issue authors: 4
Past year pull request authors: 2
Past year average comments per issue: 0.38
Past year average comments per pull request: 0.33
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- nicholasjclark (61)
- barracuda156 (2)
- henrykironde (2)
- matt-w-rees (2)
- Beliavsky (1)
- roaldarbol (1)
- mdscheuerell (1)
- jan-joh (1)
- aeiche01 (1)
- A108669 (1)
- swpease (1)
- sdwfrost (1)
- CharlesLING1 (1)
Top Pull Request Authors
- nicholasjclark (27)
- swpease (4)
- henrykironde (4)
- avehtari (2)
- vincentarelbundock (2)
- mhollanders (2)
- konswells1 (1)
- noamross (1)
- gavinsimpson (1)
Top Issue Labels
- enhancement (17)
- plotting (2)
- bug (2)
- documentation (1)
Top Pull Request Labels
Package metadata
- Total packages: 2
-
Total downloads:
- cran: 3,654 last-month
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 0 (may contain duplicates)
- Total versions: 15
- Total maintainers: 1
proxy.golang.org: github.com/nicholasjclark/mvgam
- Homepage:
- Documentation: https://pkg.go.dev/github.com/nicholasjclark/mvgam#section-documentation
- Licenses: other
- Latest release: v1.1.594 (published 3 months ago)
- Last Synced: 2026-04-11T12:02:20.298Z (3 days ago)
- Versions: 7
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.459%
- Average: 5.642%
- Dependent repos count: 5.825%
cran.r-project.org: mvgam
Multivariate (Dynamic) Generalized Additive Models
- Homepage: https://github.com/nicholasjclark/mvgam
- Documentation: http://cran.r-project.org/web/packages/mvgam/mvgam.pdf
- Licenses: MIT + file LICENSE
- Latest release: 1.1.594 (published 3 months ago)
- Last Synced: 2026-04-11T12:02:22.242Z (3 days ago)
- Versions: 8
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 3,654 Last month
-
Rankings:
- Dependent packages count: 27.756%
- Dependent repos count: 35.65%
- Average: 49.501%
- Downloads: 85.098%
- Maintainers (1)
Dependencies
- R >= 3.6.0 depends
- mgcv * depends
- parallel * depends
- MASS * imports
- MCMCpack * imports
- MCMCvis * imports
- coda * imports
- dplyr * imports
- lubridate * imports
- magrittr * imports
- pbapply * imports
- purrr * imports
- rjags * imports
- runjags * imports
- smooth * imports
- tweedie * imports
- zoo * imports
- knitr * suggests
- rmarkdown * suggests
- actions/checkout v2 composite
- n1hility/cancel-previous-runs v2 composite
- r-lib/actions/check-r-package v2 composite
- r-lib/actions/setup-pandoc v2 composite
- r-lib/actions/setup-r v2.2.6 composite
- r-lib/actions/setup-r-dependencies v2 composite
- actions/checkout v2 composite
- n1hility/cancel-previous-runs v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
Score: 15.146008077883348