James-Thorson / spatial_factor_analysis
Spatial factor analysis: a tool for decomposing species density into a small number of latent maps
☆14Updated 5 years ago
Related projects: ⓘ
- Repo for tutorial/paper on mixed-effect GAMs☆120Updated 4 years ago
- UW (Seattle) 8-12 Feb 2016. Introductory and spatial modelling in TMB. Instructors: Arni Magnusson and Jim Thorson☆12Updated 8 years ago
- Spatio-temporal analysis of univariate or multivariate data, e.g., standardizing data for multiple species or stages☆124Updated 2 months ago
- An R package for spatial and spatiotemporal GLMMs with TMB☆184Updated last week
- R package to add north symbols and scale bars to maps created with ggplot or ggmap☆161Updated 3 years ago
- Class materials for FSH556: Spatio-temporal models for ecologists in spring 2018 at UW☆41Updated 5 months ago
- ☆9Updated 2 years ago
- R and JAGS code for the book 'Integrated Population Models'☆19Updated 2 years ago
- Worked examples in TMB (Template Model Builder)☆30Updated 3 years ago
- ☆102Updated last month
- GLLVM Workshop material for the BES 2020 Festival of Ecology☆27Updated 5 months ago
- An R package for interactive visualization of GAM models☆75Updated 3 weeks ago
- R package for developing and running Spatial Discrete Event Simulation models☆55Updated 4 months ago
- Bayesian State-space models for Animal Movement☆15Updated 2 months ago
- inlabru☆77Updated last week
- AD computation with Template Model Builder (TMB)☆175Updated last week
- an R package for transparent environmental and ecological biophysics☆12Updated 11 months ago
- Bren School ESM 206 (Intro Data Analysis & Stats) materials☆18Updated 5 years ago
- Accessible intro to JAGS/NIMBLE/Bayesian modeling☆16Updated last week
- R bindings to TMB☆45Updated this week
- ☆18Updated 3 years ago
- Length-based integrated mixed effects model☆12Updated 4 years ago
- A full-capture Hierarchical Bayesian model of Pollock's Closed Robust Design and application to dolphins☆17Updated 6 years ago
- Generalized Additive Models; a data-driven approach to estimating regression models☆72Updated 3 months ago
- Classes and methods for spatial data☆127Updated 3 weeks ago
- R package - Animal movement modelling using hidden Markov models☆36Updated 6 months ago
- Fit models to data from unmarked animals using Stan. Uses a similar interface to the R package 'unmarked', while providing the advantages…☆35Updated this week
- a generative Large Language Model for generalized linear and nonlinear multivariate latent-variable multilevel/mixed modelling☆43Updated 5 months ago
- miscellaneous materials for mixed models, mostly in R☆140Updated last week
- ☆48Updated 6 months ago