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bayesTFR (version 7.3-2)

Bayesian Fertility Projection

Description

Making probabilistic projections of total fertility rate for all countries of the world, using a Bayesian hierarchical model . Subnational probabilistic projections are also supported .

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Version

Install

install.packages('bayesTFR')

Monthly Downloads

1,348

Version

7.3-2

License

GPL-3 | file LICENSE

Maintainer

Hana Sevcikova

Last Published

March 23rd, 2023

Functions in bayesTFR (7.3-2)

get.regtfr.prediction

Accessing Subnational Prediction Objects
get.tfr.estimation

Get Past TFR Estimation
get.tfr.trajectories

Accessing TFR Trajectories
get.est.model

Accessing estimated bias and standard deviations
get.tfr.mcmc

Accessing MCMC Results
get.country.object

Accessing Country Information
get.tfr.convergence

Accessing a Convergence Object
get.tfr.parameter.traces

Accessing MCMC Parameter Traces
get.tfr.prediction

Accessing a Prediction Object
get.thinned.tfr.mcmc

Creating and Accessing Thinned MCMCs
tfr.pardensity.plot

Plotting MCMC Parameter Density
tfr.partraces.plot

Plotting MCMC Parameter Traces
tfr.trajectories.plot

Output of Posterior Distribution of TFR Trajectories
tfr.predict

Generating Posterior Trajectories of the Total Fertility Rate
get.total.iterations

Total Number of Iterations
include

Inclusion Codes
DLcurve.plot

Plotting Posterior Distribution of the Double Logistic Function
get.cov.gammas

Covariance Matrices of Gamma Parameters
run.tfr.mcmc

Running Markov Chain Monte Carlo for Parameters of Total Fertility Rate in Phase II
run.tfr.mcmc.extra

Run MCMC for Extra Countries, Areas or Regions
summary.bayesTFR.mcmc.set

Summary Statistics for TFR Markov Chain Monte Carlo Chains
tfr.median.set.all

Editing median for estimation and projections.
tfr.parameter.names

Accessing Parameter Names
tfr.diagnose

Convergence Diagnostics of TFR Markov Chain Monte Carlo
tfr.median.set

Editing Medians of the Projection
summary.bayesTFR.prediction

Summary of a Prediction of the Total Fertility Rate
tfr.map

TFR World Map
summary.bayesTFR.convergence

Summary of a TFR Convergence Object
run.tfr3.mcmc

Running Markov Chain Monte Carlo for Parameters of Total Fertility Rate in Phase III
tfr.estimation.plot

Plot TFR Estimation
tfr.predict.extra

Generating Posterior Trajectories of the Total Fertility Rate for Specific Countries or Regions
tfr.raftery.diag

Raftery Diagnostics for Parameters of the Total Fertility Rate
tfr_raw_data

Raw TFR Data
write.projection.summary

Writing Projection Summary Files
tfr.predict.subnat

Generating Posterior Trajectories of Subnational TFR
bayesTFR-package

Bayesian Fertility Projection
tfr.dl.coverage

Goodness of Fit of the Double Logistic Function
UN_variants

Dataset with UN-specific Coding of Variants
bayesTFR.mcmc.meta

MCMC Simulation Meta Object
coda.list.mcmc

Convertion to coda's Objects
bayesTFR-internal

Internal Functions and datasets of bayesTFR
bayesTFR.mcmc

MCMC Simulation Object
convert.tfr.trajectories

Converting TFR Trajectories into ACSII Files
country.names

Accessing Country Names
UN_time

Dataset with UN-specific Time Coding