No articles match
Custom spatial models with RStan and geostan12 months ago
CAR models | Autonormal model | Hierarchical model | Zero-mean parameterization | SAR models | References
Raster regression2 years ago
Demonstration | Discussion | Simulating spatial data | References
Spatial analysis with geostan2 years ago
Summary | Installation | From github | From CRAN | Getting started | Adjacency matrix | Non-spatial regression | MCMC output | Methods | Spatial regression | A filtering approach | A bivariate model | Predicted values | Future work and support | Appendix | References
Exploratory spatial data analysis2 years ago
Getting started | Exploratory spatial data analysis (ESDA) | Spatial diagnostic summary | Spatial weights matrix | The Moran scatter plot | The Moran coefficient (MC) | The Geary ratio (GR) | Local indicators of spatial association (LISAs) | Effective sample size | Model diagnostics | References
Spatial measurement error models2 years ago
Modeling errors of observation | Discussion | Getting started | Preparing the data | Spatial ME model | Visual diagnostics | Working with MCMC samples from ME models | Non-spatial ME models | Multiple covariates | Log transforms | References
Age-standardized rates2 years ago
Data | Direct age-standardization | Modeling age-specific risk | Age-standardizing model results | References
MCMC with surveil2 years ago
Example model | MCMC analysis | Monte Carlo standard errors | Rhat | Divergent transitions | References
Measuring health inequality2 years ago
Concepts | Demonstration | Comparing age-stratified groups | Measuring inequality with multiple groups | References
Using surveil for public health research2 years ago
Getting started | Preparing the data | Model specification | The basics | Binomial model | Fitting the model | Printing results | Visualizing results | Percent change | MCMC diagnostics | Multiple time series | References
Spatial weights matrix2 years ago
Getting started | Contiguity | Visualizing connectivity | K-nearest neighbors | Row-standardized matrix | Editing the matrix | Using the matrix