hBayesDM-package |
Hierarchical Bayesian Modeling of Decision-Making Tasks |
bandit2arm_delta |
2-Armed Bandit Task (Erev et al., 2010; Hertwig et al., 2004) |
bandit4arm2_kalman_filter |
4-Armed Bandit Task (modified) |
bandit4arm_2par_lapse |
4-Armed Bandit Task |
bandit4arm_4par |
4-Armed Bandit Task |
bandit4arm_lapse |
4-Armed Bandit Task |
bandit4arm_lapse_decay |
4-Armed Bandit Task |
bandit4arm_singleA_lapse |
4-Armed Bandit Task |
bart_par4 |
Balloon Analogue Risk Task (Ravenzwaaij et al., 2011) |
choiceRT_ddm |
Choice Reaction Time Task |
choiceRT_ddm_single |
Choice Reaction Time Task |
choiceRT_lba |
Choice Reaction Time task, linear ballistic accumulator modeling |
choiceRT_lba_single |
Choice Reaction Time task, linear ballistic accumulator modeling |
cra_exp |
Choice Under Risk and Ambiguity Task |
cra_linear |
Choice Under Risk and Ambiguity Task |
dbdm_prob_weight |
Description Based Decison Making Task |
dd_cs |
Delay Discounting Task |
dd_cs_single |
Delay Discounting Task |
dd_exp |
Delay Discounting Task |
dd_hyperbolic |
Delay Discounting Task |
dd_hyperbolic_single |
Delay Discounting Task |
estimate_mode |
Function to estimate mode of MCMC samples |
extract_ic |
Extract Model Comparison Estimates |
gng_m1 |
Orthogonalized Go/Nogo Task |
gng_m2 |
Orthogonalized Go/Nogo Task |
gng_m3 |
Orthogonalized Go/Nogo Task |
gng_m4 |
Orthogonalized Go/Nogo Task |
hBayesDM |
Hierarchical Bayesian Modeling of Decision-Making Tasks |
HDIofMCMC |
Compute Highest-Density Interval |
igt_orl |
Iowa Gambling Task |
igt_pvl_decay |
Iowa Gambling Task |
igt_pvl_delta |
Iowa Gambling Task (Ahn et al., 2008) |
igt_vpp |
Iowa Gambling Task |
multiplot |
Function to plot multiple figures |
peer_ocu |
Peer Influence Task (Chung et al., 2015) |
plot.hBayesDM |
General Purpose Plotting for hBayesDM. This function plots hyper parameters. |
plotDist |
Plots the histogram of MCMC samples. |
plotHDI |
Plots highest density interval (HDI) from (MCMC) samples and prints HDI in the R console. HDI is indicated by a red line. |
plotInd |
Plots individual posterior distributions, using the stan_plot function of the rstan package |
printFit |
Print model-fits (mean LOOIC or WAIC values in addition to Akaike weights) of hBayesDM Models |
prl_ewa |
Probabilistic Reversal Learning Task |
prl_fictitious |
Probabilistic Reversal Learning Task |
prl_fictitious_multipleB |
Probabilistic Reversal Learning Task |
prl_fictitious_rp |
Probabilistic Reversal Learning Task |
prl_fictitious_rp_woa |
Probabilistic Reversal Learning Task |
prl_fictitious_woa |
Probabilistic Reversal Learning Task |
prl_rp |
Probabilistic Reversal Learning Task |
prl_rp_multipleB |
Probabilistic Reversal Learning Task |
pst_gainloss_Q |
Probabilistic Selection Task |
ra_noLA |
Risk Aversion Task |
ra_noRA |
Risk Aversion Task |
ra_prospect |
Risk Aversion Task |
rdt_happiness |
Risky Decision Task |
rhat |
Function for extracting Rhat values from an hBayesDM object |
ts_par4 |
Two-Step Task (Daw et al., 2011) |
ts_par6 |
Two-Step Task (Daw et al., 2011) |
ts_par7 |
Two-Step Task (Daw et al., 2011) |
ug_bayes |
Norm-Training Ultimatum Game |
ug_delta |
Norm-Training Ultimatum Game |
wcs_sql |
Wisconsin Card Sorting Task |