hBayesDM

Hierarchical Bayesian Modeling of Decision-Making Tasks

Fit an array of decision-making tasks with computational models in a hierarchical Bayesian framework. Can perform hierarchical Bayesian analysis of various computational models with a single line of coding (Ahn et al., 2017) <doi:10.1162/CPSY_a_00002>.

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Description file content

Package
hBayesDM
Title
Hierarchical Bayesian Modeling of Decision-Making Tasks
Version
0.7.2
Date
2019-02-11
Author
Woo-Young Ahn [aut, cre], Nate Haines [aut], Lei Zhang [aut], Harhim Park [ctb], Jaeyeong Yang [ctb], Jethro Lee [ctb]
Maintainer
Woo-Young Ahn
Description
Fit an array of decision-making tasks with computational models in a hierarchical Bayesian framework. Can perform hierarchical Bayesian analysis of various computational models with a single line of coding (Ahn et al., 2017) .
Depends
R (>= 3.4.0), Rcpp (>= 0.12.0), methods
Imports
rstan (>= 2.18.1), loo (>= 2.0), grid, parallel, ggplot2, data.table
LinkingTo
BH (>= 1.66.0), Rcpp (>= 0.12.0), RcppEigen (>= 0.3.3.3.0), rstan (>= 2.18.1), StanHeaders (>= 2.18.0)
URL
BugReports
https://github.com/CCS-Lab/hBayesDM/issues
License
GPL-3
LazyData
true
NeedsCompilation
yes
Encoding
UTF-8
RoxygenNote
6.1.1
SystemRequirements
GNU make
Collate
'HDIofMCMC.R' 'stanmodels.R' 'settings.R' 'hBayesDM_model.R' 'bandit2arm_delta.R' 'bandit4arm2_kalman_filter.R' 'bandit4arm_2par_lapse.R' 'bandit4arm_4par.R' 'bandit4arm_lapse.R' 'bandit4arm_lapse_decay.R' 'bandit4arm_singleA_lapse.R' 'bart_par4.R' 'choiceRT_ddm.R' 'choiceRT_ddm_single.R' 'choiceRT_lba.R' 'choiceRT_lba_single.R' 'cra_exp.R' 'cra_linear.R' 'dbdm_prob_weight.R' 'dd_cs.R' 'dd_cs_single.R' 'dd_exp.R' 'dd_hyperbolic.R' 'dd_hyperbolic_single.R' 'estimate_mode.R' 'extract_ic.R' 'gng_m1.R' 'gng_m2.R' 'gng_m3.R' 'gng_m4.R' 'hBayesDM.R' 'igt_orl.R' 'igt_pvl_decay.R' 'igt_pvl_delta.R' 'igt_vpp.R' 'multiplot.R' 'peer_ocu.R' 'plot.hBayesDM.R' 'plotDist.R' 'plotHDI.R' 'plotInd.R' 'printFit.R' 'prl_ewa.R' 'prl_fictitious.R' 'prl_fictitious_multipleB.R' 'prl_fictitious_rp.R' 'prl_fictitious_rp_woa.R' 'prl_fictitious_woa.R' 'prl_rp.R' 'prl_rp_multipleB.R' 'pst_gainloss_Q.R' 'ra_noLA.R' 'ra_noRA.R' 'ra_prospect.R' 'rdt_happiness.R' 'rhat.R' 'ts_par4.R' 'ts_par6.R' 'ts_par7.R' 'ug_bayes.R' 'ug_delta.R' 'wcs_sql.R' 'zzz.R'
Packaged
2019-02-12 03:17:21 UTC; pluvian
Repository
CRAN
Date/Publication
2019-02-12 10:13:18 UTC

install.packages('hBayesDM')

0.7.2

7 days ago

https://rpubs.com/CCSL/hBayesDM

Woo-Young Ahn

GPL-3

Depends on

R (>= 3.4.0), Rcpp (>= 0.12.0), methods

Imports

rstan (>= 2.18.1), loo (>= 2.0), grid, parallel, ggplot2, data.table

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