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 15 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 1 month ago)
• Last Synced: 2026-02-21T23:13:16.591Z (28 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: 174
• Watchers: 5
• Forks: 17
• Open Issues: 27
• Releases: 0
• 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

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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

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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: 4
• Issues event: 13
• Watch event: 30
• Issue comment event: 8
• Push event: 499
• Create event: 2

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Committers metadata

Last synced: 7 days ago

Name	Email	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:

• aalto.fi: 1
• uq.edu.au: 1

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Issue and Pull Request metadata

Last synced: about 2 months ago

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/nicholasjclark/mvgam

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Package metadata

• Total packages: 2
• Total downloads:
  • cran: 4,529 last-month
• Total dependent packages: 0 (may contain duplicates)
• Total dependent repositories: 0 (may contain duplicates)
• Total versions: 15
• Total maintainers: 1

Score: 15.331220038970255