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Package: hBayesDM
Title: Hierarchical Bayesian Modeling of Decision-Making Tasks
Version: 2.0.0.9000
Date: 2026-05-03
Author:
Woo-Young Ahn [aut, cre],
Nate Haines [aut],
Lei Zhang [aut],
Harhim Park [ctb],
Jaeyeong Yang [ctb],
Jethro Lee [ctb]
Authors@R: c(
person("Woo-Young", "Ahn", email = "wooyoung.ahn@gmail.com", role = c("aut", "cre")),
person("Nate", "Haines", email = "haines.175@osu.edu", role = c("aut")),
person("Lei", "Zhang", email = "bnuzhanglei2008@gmail.com", role = c("aut")),
person("Harhim", "Park", email = "hrpark12@gmail.com", role = c("ctb")),
person("Jaeyeong", "Yang", email = "jaeyeong.yang1125@gmail.com", role = c("ctb")),
person("Jethro", "Lee", email = "dlemfh96@snu.ac.kr", role = c("ctb")))
Maintainer: Woo-Young Ahn <wooyoung.ahn@gmail.com>
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) <doi:10.1162/CPSY_a_00002>.
Depends:
R (>= 4.4),
methods
Imports:
cmdstanr (>= 0.8.1),
posterior (>= 1.6),
bayesplot (>= 1.11),
loo (>= 2.7),
grid,
parallel,
ggplot2,
data.table
Additional_repositories:
https://stan-dev.r-universe.dev
URL: https://github.com/CCS-Lab/hBayesDM
BugReports: https://github.com/CCS-Lab/hBayesDM/issues
License: GPL-3
NeedsCompilation: no
Encoding: UTF-8
Collate:
'preprocess_funcs.R'
'fit_cmdstan.R'
'settings.R'
'hBayesDM_model.R'
'alt_delta.R'
'alt_gamma.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'
'banditNarm_2par_lapse.R'
'banditNarm_4par.R'
'banditNarm_delta.R'
'banditNarm_kalman_filter.R'
'banditNarm_lapse.R'
'banditNarm_lapse_decay.R'
'banditNarm_singleA_lapse.R'
'bart_ewmv.R'
'bart_par4.R'
'cgt_cm.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'
'hdi.R'
'hgf_ibrb.R'
'hgf_ibrb_single.R'
'igt_orl.R'
'igt_pvl_decay.R'
'igt_pvl_delta.R'
'igt_vpp.R'
'multiplot.R'
'peer_ocu.R'
'plot.hBayesDM.R'
'plot_dist.R'
'plot_hdi.R'
'plot_ind.R'
'print_fit.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'
'pstRT_ddm.R'
'pstRT_rlddm1.R'
'pstRT_rlddm6.R'
'pst_Q.R'
'pst_gainloss_Q.R'
'ra_noLA.R'
'ra_noRA.R'
'ra_prospect.R'
'rdt_happiness.R'
'rhat.R'
'task2AFC_sdt.R'
'ts_par4.R'
'ts_par6.R'
'ts_par7.R'
'ug_bayes.R'
'ug_delta.R'
'wcs_sql.R'
'zzz.R'
Suggests:
testthat
Config/roxygen2/version: 8.0.0