Man pages for kDGLM
Bayesian Analysis of Dynamic Generalized Linear Models
| analytic_filter | analytic_filter |
| array_collapse_left | array_collapse_left |
| array_collapse_right | array_collapse_right |
| array_mult_left | array_mult_left |
| array_mult_right | array_mult_right |
| array_transp | array_transp |
| base_block | Basic structural blocks |
| base_ribbon | base_ribbon |
| bdiag | bdiag |
| block_mult | Auxiliary function to replicate blocks |
| block_rename | block_rename |
| block_superpos | Auxiliary function for block superposition |
| CAR_prior | CAR prior |
| check.block.status | check.block.status |
| chickenPox | Hospital admissions by chicken pox in Brazil |
| coefficients.fitted_dlm | coefficients.fitted_dlm |
| coef.fitted_dlm | coef.fitted_dlm |
| colQuantile | colQuantile |
| convert_Gamma_Normal | convert_Gamma_Normal |
| convert_multi_NG_Normal | convert_multi_NG_Normal |
| convert_Multinom_Normal | convert_Multinom_Normal |
| convert_Normal_Gamma | convert_Normal_Gamma |
| convert_Normal_Multinom | convert_Normal_Multinom |
| convert_Normal_Poisson | convert_Normal_Poisson |
| convert_Poisson_Normal | convert_Poisson_Normal |
| cornWheat | Corn and wheat prices from 1986 to 2014 |
| create_G | create_G |
| dmvnorm | dmvnorm |
| eval_dlm_log_like | Auxiliary function for evaluating the prior density of a DLM |
| eval_dlm_norm_const | Auxiliary function for evaluating normalizing constant for... |
| eval_dlm_post | Auxiliary function for evaluating the posterior density of a... |
| eval_dlm_prior | Auxiliary function for evaluating the prior density of a DLM |
| evaluate_max | evaluate_max |
| ffs_block | Structural blocks for free-form seasonal trends and... |
| fit_model | Fitting kDGLM models |
| fit_model_single | Fitting one kDGLM models |
| f_joint_root | f_joint_root |
| forecast.fitted_dlm | Auxiliary function for forecasting |
| formula.to.structure | formula.to.structure |
| f_root | f_root |
| Gamma | Gamma outcome for kDGLM models |
| gamma_pred | gamma_pred |
| gastroBR | Hospital admissions from gastroenteritis in Brazil |
| generic_smoother | generic_smoother |
| ginv | ginv |
| harmonic_block | Structural blocks for seasonal trends and regressions |
| if.na | if.na |
| if.nan | if.nan |
| if.null | if.null |
| intervention | An auxiliary function for model intervention |
| joint_prior | Joint prior |
| kdglm | Fitting kDGLM models |
| lcm | lcm |
| Multinom | Multinom outcome for kDGLM models |
| multi_normal_gamma_pred | update_multi_NG_chol multi_normal_gamma_pred |
| multnom_pred | multnom_pred |
| noise_block | noise_block |
| Normal | Normal outcome for kDGLM models |
| normal_pred | normal_pred |
| 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 |
| plus-.dlm_block | +.fitted_dlm |
| Poisson | Poisson outcome for kDGLM models |
| poisson_pred | poisson_pred |
| polynomial_block | Structural blocks for polynomial trends and regressions |
| print.dlm_block | print.dlm_block |
| print.dlm_distr | print.dlm_distr |
| print.fitted_dlm | print.fitted_dlm |
| print.searched_dlm | print.searched_dlm |
| reexports | Objects exported from other packages |
| regression_block | Structural blocks for regressions |
| rmvnorm | rmvnorm |
| rowQuantile | rowQuantile |
| 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.dlm_block | Summary for a kDGLM structure |
| summary.dlm_distr | Summary for a kDGLM outcome |
| summary.fitted_dlm | Summary for a fitted kDGLM model |
| summary.searched_dlm | Summary for a searched_dlm object |
| tf_block | Structural blocks for auto regressive trends and regressions |
| times-.dlm_block | *.fitted_dlm |
| update.fitted_dlm | update.fitted_dlm |
| update_Gamma | update_Gamma |
| update_multi_NG_correl | update_multi_NG_correl |
| update_Multinom | update_Multinom |
| update_NG | update_NG |
| update_NG2 | update_NG |
| update_Normal | update_Normal |
| update_Poisson | update_Poisson |
| var_decomp | var_decomp |
| zero_sum_prior | Zero sum prior |
