Cognitive Models for Subjective Scales and Decision Making Tasks
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘cogmod’ version 0.3.0
Help Pages
-- B --
| badlm | Simulated Data Where Linear Models Fail |
-- C --
| cogmod_betadiscrete | Discrete Beta Model |
| cogmod_betadiscrete_lpmf_expose | Discrete Beta Model |
| cogmod_betadiscrete_stanvars | Discrete Beta Model |
| cogmod_betagate | Beta-Gate Model |
| cogmod_betagate_lpdf_expose | Beta-Gate Model |
| cogmod_betagate_stanvars | Beta-Gate Model |
| cogmod_bisa | Shifted Birnbaum-Saunders (Fatigue Life) Model |
| cogmod_bisa_lpdf_expose | Shifted Birnbaum-Saunders (Fatigue Life) Model |
| cogmod_bisa_stanvars | Shifted Birnbaum-Saunders (Fatigue Life) Model |
| cogmod_choco | Choice-Confidence (CHOCO) Model |
| cogmod_choco_lpdf_expose | Choice-Confidence (CHOCO) Model |
| cogmod_choco_stanvars | Choice-Confidence (CHOCO) Model |
| cogmod_ddm | Drift Diffusion Model (DDM) |
| cogmod_ddm_lpdf_expose | Drift Diffusion Model (DDM) |
| cogmod_ddm_stanvars | Drift Diffusion Model (DDM) |
| cogmod_exgaussian | Ex-Gaussian Model (Classical Parameterization) |
| cogmod_exgaussian_lpdf_expose | Ex-Gaussian Model (Classical Parameterization) |
| cogmod_exgaussian_stanvars | Ex-Gaussian Model (Classical Parameterization) |
| cogmod_exwald | Shifted Ex-Wald Model |
| cogmod_exwald_lpdf_expose | Shifted Ex-Wald Model |
| cogmod_exwald_stanvars | Shifted Ex-Wald Model |
| cogmod_gamma | Shifted Gamma Model |
| cogmod_gamma_lpdf_expose | Shifted Gamma Model |
| cogmod_gamma_stanvars | Shifted Gamma Model |
| cogmod_geg | Generalised Ex-Gaussian (GEG) Distribution |
| cogmod_geg_lpdf_expose | Generalised Ex-Gaussian (GEG) Distribution |
| cogmod_geg_stanvars | Generalised Ex-Gaussian (GEG) Distribution |
| cogmod_inits | Starting values that keep the sampler out of the flat regions |
| cogmod_invgamma | Shifted Inverse Gamma Model |
| cogmod_invgamma_lpdf_expose | Shifted Inverse Gamma Model |
| cogmod_invgamma_stanvars | Shifted Inverse Gamma Model |
| cogmod_invgaussian | Shifted Wald Model (Inverse Gaussian) |
| cogmod_invgaussian_lpdf_expose | Shifted Wald Model (Inverse Gaussian) |
| cogmod_invgaussian_stanvars | Shifted Wald Model (Inverse Gaussian) |
| cogmod_invweibull | Shifted Inverse Weibull Model |
| cogmod_invweibull_lpdf_expose | Shifted Inverse Weibull Model |
| cogmod_invweibull_stanvars | Shifted Inverse Weibull Model |
| cogmod_lba1 | Shifted Single-Accumulator LBA Model |
| cogmod_lba1_lpdf_expose | Shifted Single-Accumulator LBA Model |
| cogmod_lba1_stanvars | Shifted Single-Accumulator LBA Model |
| cogmod_lba2 | Two-Accumulator Linear Ballistic Accumulator (LBA) Model |
| cogmod_lba2_lpdf_expose | Two-Accumulator Linear Ballistic Accumulator (LBA) Model |
| cogmod_lba2_stanvars | Two-Accumulator Linear Ballistic Accumulator (LBA) Model |
| cogmod_lnr | Log-Normal Race (LNR) Model |
| cogmod_lnr_lpdf_expose | Log-Normal Race (LNR) Model |
| cogmod_lnr_stanvars | Log-Normal Race (LNR) Model |
| cogmod_loggamma | Shifted Log-Gamma (Generalized Gamma) Model |
| cogmod_loggamma_lpdf_expose | Shifted Log-Gamma (Generalized Gamma) Model |
| cogmod_loggamma_stanvars | Shifted Log-Gamma (Generalized Gamma) Model |
| cogmod_lognormal | Shifted LogNormal Model |
| cogmod_lognormal_lpdf_expose | Shifted LogNormal Model |
| cogmod_lognormal_stanvars | Shifted LogNormal Model |
| cogmod_logstudent | Shifted Log-Student-t Model |
| cogmod_logstudent_lpdf_expose | Shifted Log-Student-t Model |
| cogmod_logstudent_stanvars | Shifted Log-Student-t Model |
| cogmod_logweibull | Shifted Log-Weibull Model |
| cogmod_logweibull_lpdf_expose | Shifted Log-Weibull Model |
| cogmod_logweibull_stanvars | Shifted Log-Weibull Model |
| cogmod_priors | Priors that make a cogmod posterior proper |
| cogmod_rdm | Two-Accumulator Racing Diffusion Model (RDM) |
| cogmod_rdm_lpdf_expose | Two-Accumulator Racing Diffusion Model (RDM) |
| cogmod_rdm_stanvars | Two-Accumulator Racing Diffusion Model (RDM) |
| cogmod_stanvars | The Stan code a cogmod family needs, read off the model |
| cogmod_weibull | Shifted Weibull Model |
| cogmod_weibull_lpdf_expose | Shifted Weibull Model |
| cogmod_weibull_stanvars | Shifted Weibull Model |
-- D --
| dcogmod_betadiscrete | Discrete Beta Model |
| dcogmod_betagate | Beta-Gate Model |
| dcogmod_bisa | Shifted Birnbaum-Saunders (Fatigue Life) Model |
| dcogmod_choco | Choice-Confidence (CHOCO) Model |
| dcogmod_ddm | Drift Diffusion Model (DDM) |
| dcogmod_exgaussian | Ex-Gaussian Model (Classical Parameterization) |
| dcogmod_exwald | Shifted Ex-Wald Model |
| dcogmod_gamma | Shifted Gamma Model |
| dcogmod_geg | Generalised Ex-Gaussian (GEG) Distribution |
| dcogmod_invgamma | Shifted Inverse Gamma Model |
| dcogmod_invgaussian | Shifted Wald Model (Inverse Gaussian) |
| dcogmod_invweibull | Shifted Inverse Weibull Model |
| dcogmod_lba1 | Shifted Single-Accumulator LBA Model |
| dcogmod_lba2 | Two-Accumulator Linear Ballistic Accumulator (LBA) Model |
| dcogmod_lnr | Log-Normal Race (LNR) Model |
| dcogmod_loggamma | Shifted Log-Gamma (Generalized Gamma) Model |
| dcogmod_lognormal | Shifted LogNormal Model |
| dcogmod_logstudent | Shifted Log-Student-t Model |
| dcogmod_logweibull | Shifted Log-Weibull Model |
| dcogmod_rdm | Two-Accumulator Racing Diffusion Model (RDM) |
| dcogmod_weibull | Shifted Weibull Model |
-- L --
| LATER | Shifted Single-Accumulator LBA Model |
| log_lik_cogmod_betadiscrete | Discrete Beta Model |
| log_lik_cogmod_betagate | Beta-Gate Model |
| log_lik_cogmod_bisa | Shifted Birnbaum-Saunders (Fatigue Life) Model |
| log_lik_cogmod_choco | Choice-Confidence (CHOCO) Model |
| log_lik_cogmod_ddm | Drift Diffusion Model (DDM) |
| log_lik_cogmod_exgaussian | Ex-Gaussian Model (Classical Parameterization) |
| log_lik_cogmod_exwald | Shifted Ex-Wald Model |
| log_lik_cogmod_gamma | Shifted Gamma Model |
| log_lik_cogmod_geg | Generalised Ex-Gaussian (GEG) Distribution |
| log_lik_cogmod_invgamma | Shifted Inverse Gamma Model |
| log_lik_cogmod_invgaussian | Shifted Wald Model (Inverse Gaussian) |
| log_lik_cogmod_invweibull | Shifted Inverse Weibull Model |
| log_lik_cogmod_lba1 | Shifted Single-Accumulator LBA Model |
| log_lik_cogmod_lba2 | Two-Accumulator Linear Ballistic Accumulator (LBA) Model |
| log_lik_cogmod_lnr | Log-Normal Race (LNR) Model |
| log_lik_cogmod_loggamma | Shifted Log-Gamma (Generalized Gamma) Model |
| log_lik_cogmod_lognormal | Shifted LogNormal Model |
| log_lik_cogmod_logstudent | Shifted Log-Student-t Model |
| log_lik_cogmod_logweibull | Shifted Log-Weibull Model |
| log_lik_cogmod_rdm | Two-Accumulator Racing Diffusion Model (RDM) |
| log_lik_cogmod_weibull | Shifted Weibull Model |
-- P --
| pcogmod_betadiscrete | Discrete Beta Model |
| pcogmod_ddm | Drift Diffusion Model (DDM) |
| pcogmod_geg | Generalised Ex-Gaussian (GEG) Distribution |
| pcogmod_invgaussian | Shifted Wald Model (Inverse Gaussian) |
| pcogmod_rdm | Two-Accumulator Racing Diffusion Model (RDM) |
| posterior_epred_cogmod_betadiscrete | Discrete Beta Model |
| posterior_epred_cogmod_betagate | Beta-Gate Model |
| posterior_epred_cogmod_bisa | Shifted Birnbaum-Saunders (Fatigue Life) Model |
| posterior_epred_cogmod_choco | Choice-Confidence (CHOCO) Model |
| posterior_epred_cogmod_ddm | Drift Diffusion Model (DDM) |
| posterior_epred_cogmod_exgaussian | Ex-Gaussian Model (Classical Parameterization) |
| posterior_epred_cogmod_exwald | Shifted Ex-Wald Model |
| posterior_epred_cogmod_gamma | Shifted Gamma Model |
| posterior_epred_cogmod_geg | Generalised Ex-Gaussian (GEG) Distribution |
| posterior_epred_cogmod_invgamma | Shifted Inverse Gamma Model |
| posterior_epred_cogmod_invgaussian | Shifted Wald Model (Inverse Gaussian) |
| posterior_epred_cogmod_invweibull | Shifted Inverse Weibull Model |
| posterior_epred_cogmod_lba1 | Shifted Single-Accumulator LBA Model |
| posterior_epred_cogmod_lba2 | Two-Accumulator Linear Ballistic Accumulator (LBA) Model |
| posterior_epred_cogmod_lnr | Log-Normal Race (LNR) Model |
| posterior_epred_cogmod_loggamma | Shifted Log-Gamma (Generalized Gamma) Model |
| posterior_epred_cogmod_lognormal | Shifted LogNormal Model |
| posterior_epred_cogmod_logstudent | Shifted Log-Student-t Model |
| posterior_epred_cogmod_logweibull | Shifted Log-Weibull Model |
| posterior_epred_cogmod_rdm | Two-Accumulator Racing Diffusion Model (RDM) |
| posterior_epred_cogmod_weibull | Shifted Weibull Model |
| posterior_predict_cogmod_betadiscrete | Discrete Beta Model |
| posterior_predict_cogmod_betagate | Beta-Gate Model |
| posterior_predict_cogmod_bisa | Shifted Birnbaum-Saunders (Fatigue Life) Model |
| posterior_predict_cogmod_choco | Choice-Confidence (CHOCO) Model |
| posterior_predict_cogmod_ddm | Drift Diffusion Model (DDM) |
| posterior_predict_cogmod_exgaussian | Ex-Gaussian Model (Classical Parameterization) |
| posterior_predict_cogmod_exwald | Shifted Ex-Wald Model |
| posterior_predict_cogmod_gamma | Shifted Gamma Model |
| posterior_predict_cogmod_geg | Generalised Ex-Gaussian (GEG) Distribution |
| posterior_predict_cogmod_invgamma | Shifted Inverse Gamma Model |
| posterior_predict_cogmod_invgaussian | Shifted Wald Model (Inverse Gaussian) |
| posterior_predict_cogmod_invweibull | Shifted Inverse Weibull Model |
| posterior_predict_cogmod_lba1 | Shifted Single-Accumulator LBA Model |
| posterior_predict_cogmod_lba2 | Two-Accumulator Linear Ballistic Accumulator (LBA) Model |
| posterior_predict_cogmod_lnr | Log-Normal Race (LNR) Model |
| posterior_predict_cogmod_loggamma | Shifted Log-Gamma (Generalized Gamma) Model |
| posterior_predict_cogmod_lognormal | Shifted LogNormal Model |
| posterior_predict_cogmod_logstudent | Shifted Log-Student-t Model |
| posterior_predict_cogmod_logweibull | Shifted Log-Weibull Model |
| posterior_predict_cogmod_rdm | Two-Accumulator Racing Diffusion Model (RDM) |
| posterior_predict_cogmod_weibull | Shifted Weibull Model |
| p_outlier | Per-trial outlier probabilities |
-- Q --
| qcogmod_betadiscrete | Discrete Beta Model |
| qcogmod_rdm | Two-Accumulator Racing Diffusion Model (RDM) |
-- R --
| rcogmod_betadiscrete | Discrete Beta Model |
| rcogmod_betagate | Beta-Gate Model |
| rcogmod_bisa | Shifted Birnbaum-Saunders (Fatigue Life) Model |
| rcogmod_choco | Choice-Confidence (CHOCO) Model |
| rcogmod_ddm | Drift Diffusion Model (DDM) |
| rcogmod_exgaussian | Ex-Gaussian Model (Classical Parameterization) |
| rcogmod_exwald | Shifted Ex-Wald Model |
| rcogmod_gamma | Shifted Gamma Model |
| rcogmod_geg | Generalised Ex-Gaussian (GEG) Distribution |
| rcogmod_invgamma | Shifted Inverse Gamma Model |
| rcogmod_invgaussian | Shifted Wald Model (Inverse Gaussian) |
| rcogmod_invweibull | Shifted Inverse Weibull Model |
| rcogmod_lba1 | Shifted Single-Accumulator LBA Model |
| rcogmod_lba2 | Two-Accumulator Linear Ballistic Accumulator (LBA) Model |
| rcogmod_lnr | Log-Normal Race (LNR) Model |
| rcogmod_loggamma | Shifted Log-Gamma (Generalized Gamma) Model |
| rcogmod_lognormal | Shifted LogNormal Model |
| rcogmod_logstudent | Shifted Log-Student-t Model |
| rcogmod_logweibull | Shifted Log-Weibull Model |
| rcogmod_rdm | Two-Accumulator Racing Diffusion Model (RDM) |
| rcogmod_weibull | Shifted Weibull Model |
| recinormal | Shifted Single-Accumulator LBA Model |
-- W --
| without_outliers | Include or exclude the outlier component in predictions |
| with_outliers | Include or exclude the outlier component in predictions |