Articles
Package vignettes
Technical reference
- Modeling and software details
Technical reference for stLMM notation, model terms, likelihoods, collapsed sampling, sparse linear algebra, recovery, and prediction.
Extended package vignettes
- stLMM article overview
- Areal CAR models with stLMM
- Areal DAGAR models with stLMM
- Space-time CAR models with stLMM
- Point observations with areal space-time effects
- Continuous space-time NNGP models with stLMM
- Spatially varying coefficients with stLMM
- Residual variance options with stLMM
- Binomial models with stLMM
- Negative-binomial count models with stLMM
- Metropolis blocking and adaptation in stLMM
- Improving stLMM runtime on multicore systems
Washington county biomass SAE series
- Washington county biomass SAE overview
- Direct-estimate CAR-time model
- Direct-estimate CAR-time model with scaled variances
- Direct-estimate CAR-time model with TCC
- Direct-estimate CAR-time model with spatially varying TCC
- Unit-response BHF model ladder
- Unit-response two-stage CAR-time model with TCC
- Unit-response two-stage CAR-time model with FIA-unit variances
- Unit-response two-stage continuous space-time model with spatial SVC
- Washington forestland biomass capstone