Bayesian Estimation and Forecasting of Age-Specific Rates

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Documentation for package ‘bage’ version 0.7.4

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AR Autoregressive Prior
AR1 Autoregressive Prior of Order 1
augment.bage_mod Extract Data and Modelled Values
components.bage_mod Extract Values for Hyper-Parameters
components.bage_ssvd Extract Components used by SVD Summary
datamods Data Models
deaths Deaths in Iceland
divorces Divorces in New Zealand
expenditure Per Capita Health Expenditure in the Netherlands, 2003-2011
fit.bage_mod Fit a Model
forecast.bage_mod Use a Model to Make a Forecast
generate.bage_ssvd Generate Random Age or Age-Sex Profiles
HMD Components from Human Mortality Database
households People in One-Person households in New Zealand
injuries Fatal Injuries in New Zealand
is_fitted Test Whether a Model has Been Fitted
Known Known Prior
LFP Components from OECD Labor Force Participation Data
Lin Linear Prior with Independent Normal Errors
Lin_AR Linear Prior with Autoregressive Errors
Lin_AR1 Linear Prior with Autoregressive Errors of Order 1
mod_binom Specify a Binomial Model
mod_norm Specify a Normal Model
mod_pois Specify a Poisson Model
N Normal Prior
NFix Normal Prior with Fixed Variance
priors Priors for Intercept, Main Effects, Interactions
replicate_data Create Replicate Data
report_sim Simulation Study of a Model
RW Random Walk Prior
RW2 Second-Order Random Walk Prior
RW2_Seas Second-Order Random Walk Prior with Seasonal Effect
RW_Seas Random Walk Prior with Seasonal Effect
set_datamod_outcome_rr3 Specify RR3 Data Model
set_disp Specify Prior for Dispersion or Standard Deviation
set_n_draw Specify Number of Draws from Prior or Posterior Distribution
set_prior Specify Prior for Model Term
set_var_age Specify Age Variable
set_var_sexgender Specify Sex or Gender Variable
set_var_time Specify Time Variable
Sp P-Spline Prior
SVD SVD-Based Prior for Age or Age-Sex Profiles
SVD_AR Dynamic SVD-Based Priors for Age Profiles or Age-Sex Profiles
SVD_AR1 Dynamic SVD-Based Priors for Age Profiles or Age-Sex Profiles
SVD_RW Dynamic SVD-Based Priors for Age Profiles or Age-Sex Profiles
SVD_RW2 Dynamic SVD-Based Priors for Age Profiles or Age-Sex Profiles
tidy.bage_mod Summarize Terms from a Fitted Model
unfit Unfit a Model
us_acc_deaths Accidental Deaths in the USA