TreeBUGS-package |
TreeBUGS: Hierarchical Multinomial Processing Tree Modeling |
-.waic |
WAIC: Widely Applicable Information Criterion |
arnold2013 |
Data of a Source-Monitoring Experiment |
BayesFactorMPT |
Bayes Factors for Simple (Nonhierarchical) MPT Models |
BayesFactorSlope |
Bayes Factor for Slope Parameters in Latent-Trait MPT |
betaMPT |
Fit a Hierarchical Beta-MPT Model |
betaMPTcpp |
C++ Sampler for Hierarchical Beta-MPT Model |
betweenSubjectMPT |
Between-Subject Comparison of Parameters |
correlationPosterior |
Posterior Distribution for Correlations |
extendMPT |
Extend MCMC Sampling for MPT Model |
genBetaMPT |
Generate Data for Beta MPT Models |
genMPT |
Generate MPT Frequencies |
genTraitMPT |
Generate Data for Latent-Trait MPT Models |
getGroupMeans |
Get Mean Parameters per Group |
getParam |
Get Parameter Posterior Statistics |
getSamples |
Get Posterior Samples from Fitted MPT Model |
marginalMPT |
Marginal Likelihood for Simple MPT |
plot.betaMPT |
Plot Convergence for Hierarchical MPT Models |
plot.simpleMPT |
Plot Convergence for Hierarchical MPT Models |
plot.traitMPT |
Plot Convergence for Hierarchical MPT Models |
plotDistribution |
Plot Distribution of Individual Estimates |
plotFit |
Plot Posterior Predictive Mean Frequencies |
plotFreq |
Plot Raw Frequencies |
plotParam |
Plot Parameter Estimates |
plotPrior |
Plot Prior Distributions |
plotPriorPost |
Plot Prior vs. Posterior Distribution |
posteriorPredictive |
Get Posterior Predictive Samples |
PPP |
Compute Posterior Predictive P-Values |
print.waic |
WAIC: Widely Applicable Information Criterion |
print.waic_difference |
WAIC: Widely Applicable Information Criterion |
priorPredictive |
Prior Predictive Samples |
probitInverse |
Probit-Inverse of Group-Level Normal Distribution |
readEQN |
Read multiTree files |
simpleMPT |
C++ Sampler for Standard (Nonhierarchical) MPT Models |
summarizeMCMC |
MCMC Summary |
summarizeMPT |
Summarize JAGS Output for Hierarchical MPT Models |
testHetChi |
Chi-Square Test of Heterogeneity |
testHetPerm |
Permutation Test of Heterogeneity |
traitMPT |
Fit a Hierarchical Latent-Trait MPT Model |
transformedParameters |
Get Transformed Parameters |
TreeBUGS |
TreeBUGS: Hierarchical Multinomial Processing Tree Modeling |
WAIC |
WAIC: Widely Applicable Information Criterion |
withinSubjectEQN |
Generate EQN Files for Within-Subject Designs |