Bayesian Analysis of Dynamic Generalized Linear Models
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Documentation for package ‘kDGLM’ version 1.2.0
Help Pages
| block_mult | Auxiliary function to replicate blocks |
| block_rename | block_rename |
| block_superpos | Auxiliary function for block superposition |
| CAR_prior | CAR prior |
| chickenPox | Hospital admissions by chicken pox in Brazil |
| coef.fitted_dlm | coef.fitted_dlm |
| cornWheat | Corn and wheat prices from 1986 to 2014 |
| fit_model | Fitting kDGLM models |
| fit_model_single | Fitting one kDGLM models |
| forecast.fitted_dlm | Auxiliary function for forecasting |
| Gamma | Gamma outcome for kDGLM models |
| gastroBR | Hospital admissions from gastroenteritis in Brazil |
| harmonic_block | Structural blocks for seasonal trends and regressions |
| intervention | An auxiliary function for model intervention |
| joint_prior | Joint prior |
| Multinom | Multinom outcome for kDGLM models |
| noise_block | noise_block |
| Normal | Normal outcome for kDGLM models |
| noticeSARI | SARI data from Belo Horizonte |
| plot.dlm_coef | Visualizing latent states in a fitted kDGLM model |
| plot.fitted_dlm | Visualizing a fitted kDGLM model |
| Poisson | Poisson outcome for kDGLM models |
| polynomial_block | Structural blocks for polynomial trends and regressions |
| regression_block | Structural blocks for regressions |
| simulate.fitted_dlm | Draw samples from the distribution of the latent states |
| smoothing | Auxiliary function for model smoothing |
| specify.dlm_block | Specify method for dlm blocks |
| summary.fitted_dlm | Summary for a fitted kDGLM model |
| TF_block | Structural blocks for auto regressive trends and regressions |
| update.fitted_dlm | update.fitted_dlm |
| zero_sum_prior | Zero sum prior |