Other packages > Find by keyword >

mcmcsae  

Markov Chain Monte Carlo Small Area Estimation
View on CRAN: Click here


Download and install mcmcsae package within the R console
Install from CRAN:
install.packages("mcmcsae")

Install from Github:
library("remotes")
install_github("cran/mcmcsae")

Install by package version:
library("remotes")
install_version("mcmcsae", "0.7.8")



Attach the package and use:
library("mcmcsae")
Maintained by
Harm Jan Boonstra
[Scholar Profile | Author Map]
First Published: 2020-09-01
Latest Update: 2023-06-29
Description:
Fit multi-level models with possibly correlated random effects using Markov Chain Monte Carlo simulation. Such models allow smoothing over space and time and are useful in, for example, small area estimation.
How to cite:
Harm Jan Boonstra (2020). mcmcsae: Markov Chain Monte Carlo Small Area Estimation. R package version 0.7.8, https://cran.r-project.org/web/packages/mcmcsae. Accessed 05 Apr. 2025.
Previous versions and publish date:
0.5.0 (2020-09-01 18:00), 0.6.0 (2021-01-20 09:40), 0.7.0 (2021-10-10 12:40), 0.7.1 (2022-09-02 15:30), 0.7.2 (2023-02-04 17:32), 0.7.3 (2023-06-02 22:40), 0.7.4 (2023-06-29 18:30), 0.7.5 (2023-10-10 22:40), 0.7.6 (2023-12-02 23:00), 0.7.7 (2024-02-27 04:40)
Other packages that cited mcmcsae R package
View mcmcsae citation profile
Other R packages that mcmcsae depends, imports, suggests or enhances
Complete documentation for mcmcsae
Functions, R codes and Examples using the mcmcsae R package
Some associated functions: CG . CG_control . MCMC-diagnostics . MCMC-object-conversion . MCMCsim . Matrix-methods . SBC_test . ac_fft . acceptance_rates . aggrMatrix . anyNA-tabMatrix-method . bart . chol_control . combine_chains . combine_iters . computeDesignMatrix . compute_GMRF_matrices . correlation . create_TMVN_sampler . create_sampler . gen . generate_data . get_draw . glreg . labels . matrix-vector . maximize_log_lh_p . mcmcsae-TMVN-method . mcmcsae-family . mcmcsae-package . mcmcsae_example . mec . model-information-criteria . model_matrix . nchains-ndraws-nvars . par_names . plot.dc . plot.mcdraws . plot_coef . posterior-moments . pr_MLiG . pr_exp . pr_fixed . pr_gamma . pr_gig . pr_invchisq . pr_invwishart . pr_normal . predict.mcdraws . print.dc_summary . print.mcdraws_summary . read_draws . reg . residuals-fitted-values . sampler_control . setup_CG_sampler . setup_cluster . stop_cluster . subset.dc . summary.dc . summary.mcdraws . tabMatrix-indexing . transform_dc . vfac . vreg . weights.mcdraws . 
Some associated R codes: MCMCsim.R . MH.R . MatrixUtils.R . RcppExports.R . TMVN_methods.R . TMVN_sampler.R . aux_closures.R . cholesky.R . conjugate_gradients.R . family.R . formulas.R . kronprod.R . mc_bart.R . mc_block.R . mc_gen.R . mc_gl.R . mc_mec.R . mc_reg.R . mc_vfac.R . mc_vreg.R . mcmcsae.R . model_eval.R . modelmatrix.R . models.R . opts.R . parallel.R . plots.R . prediction.R . priors.R . random.R . samplers.R . sbc.R . sparse_template.R . tabMatrix.R . utils.R .  Full mcmcsae package functions and examples
Downloads during the last 30 days
03/0503/0603/0703/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/03Downloads for mcmcsae05101520253035TrendBars

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
TrendInTrend  
Odds Ratio Estimation and Power Calculation for the Trend in Trend Model
Estimation of causal odds ratio and power calculation given trends in exposure prevalenceand outcome ...
Download / Learn more Package Citations See dependency  
IGST  
Informative Gene Selection Tool
Mining informative genes with certain biological meanings are important for clinical diagnosis of di ...
Download / Learn more Package Citations See dependency  
deepdive  
Deep Learning for General Purpose
Aims to provide simple intuitive functions to create quick prototypes of artificial neural network o ...
Download / Learn more Package Citations See dependency  
gllvm  
Generalized Linear Latent Variable Models
Analysis of multivariate data using generalized linear latent variable models (gllvm). Estimation i ...
Download / Learn more Package Citations See dependency  
whitestrap  
White Test and Bootstrapped White Test for Heteroskedasticity
Formal implementation of White test of heteroskedasticity and a bootstrapped version of it, develope ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA