Bayesian analysis -- A review of INLA -- Modeling univariate time series -- More topics on DLMs with R-INLA -- Modeling time series with exogenous predictors -- Structural time series decomposition using R-INLA -- Hierarchical DLM -- INLA for multivariate dynamic models -- Model…
"Dynamic Time Series Models using R-INLA: An Applied Perspective is the outcome of a joint effort to systematically describe the use of R-INLA for analysing time series and showcasing the code and description by several examples. This book introduces the underpinnings of R-INLA …
"Dynamic Time Series Models using R-INLA: An Applied Perspective is the outcome of a joint effort to systematically describe the use of R-INLA for analysing time series and showcasing the code and description by several examples. This book introduces the underpinnings of R-INLA …