rlssm
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Getting started:
Installation
References
Credits
How to:
How to initialize a model
How to fit a model
How to inspect model fit results
Examples:
Fit the DDM on individual data
Fit the DDM on hierarchical data
Parameter recovery of the DDM with starting point bias
Parameter recovery of the hierarchical DDM with starting point bias
Fit a RL model on individual data
Fit a RL model on hierarchical data
Fit the RLDDM on individual data
Fit the LBA on individual data
API Reference:
Model classes
ModelResults class for RL models
ModelResults class for DDMs (or RLDDMs)
ModelResults class for race (or RL+race) models
Simulate data with the DDM
Simulate data with race models
Simulate data with RL models, RLDDMs, and RL+race models
rlssm
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Index
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Index
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A
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C
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D
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F
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G
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L
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M
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N
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P
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R
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S
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T
_
__init__() (rlssm.ALBAModel_2A method)
(rlssm.ARDModel_2A method)
(rlssm.DDModel method)
(rlssm.LBAModel_2A method)
(rlssm.RDModel_2A method)
(rlssm.RLALBAModel_2A method)
(rlssm.RLARDModel_2A method)
(rlssm.RLDDModel method)
(rlssm.RLLBAModel_2A method)
(rlssm.RLModel_2A method)
(rlssm.RLRDModel_2A method)
A
ALBAModel_2A (class in rlssm)
ARDModel_2A (class in rlssm)
C
compiled_model (rlssm.ALBAModel_2A attribute)
(rlssm.ARDModel_2A attribute)
(rlssm.DDModel attribute)
(rlssm.LBAModel_2A attribute)
(rlssm.RDModel_2A attribute)
(rlssm.RLALBAModel_2A attribute)
(rlssm.RLARDModel_2A attribute)
(rlssm.RLDDModel attribute)
(rlssm.RLLBAModel_2A attribute)
(rlssm.RLModel_2A attribute)
(rlssm.RLRDModel_2A attribute)
D
DDModel (class in rlssm)
DDModelResults (class in rlssm.fits_DDM)
F
fit() (rlssm.ALBAModel_2A method)
(rlssm.ARDModel_2A method)
(rlssm.DDModel method)
(rlssm.LBAModel_2A method)
(rlssm.RDModel_2A method)
(rlssm.RLALBAModel_2A method)
(rlssm.RLARDModel_2A method)
(rlssm.RLDDModel method)
(rlssm.RLLBAModel_2A method)
(rlssm.RLModel_2A method)
(rlssm.RLRDModel_2A method)
G
generate_task_design_fontanesi() (in module rlssm.random)
get_grouped_posterior_predictives_summary() (rlssm.fits_DDM.DDModelResults method)
(rlssm.fits_race.raceModelResults_2A method)
(rlssm.fits_RL.RLModelResults_2A method)
get_posterior_predictives() (rlssm.fits_DDM.DDModelResults method)
(rlssm.fits_RL.RLModelResults_2A method)
get_posterior_predictives_df() (rlssm.fits_DDM.DDModelResults method)
(rlssm.fits_race.raceModelResults_2A method)
(rlssm.fits_RL.RLModelResults_2A method)
get_posterior_predictives_summary() (rlssm.fits_DDM.DDModelResults method)
(rlssm.fits_race.raceModelResults_2A method)
(rlssm.fits_RL.RLModelResults_2A method)
L
LBAModel_2A (class in rlssm)
M
model_label (rlssm.ALBAModel_2A attribute)
(rlssm.ARDModel_2A attribute)
(rlssm.DDModel attribute)
(rlssm.LBAModel_2A attribute)
(rlssm.RDModel_2A attribute)
(rlssm.RLALBAModel_2A attribute)
(rlssm.RLARDModel_2A attribute)
(rlssm.RLDDModel attribute)
(rlssm.RLLBAModel_2A attribute)
(rlssm.RLModel_2A attribute)
(rlssm.RLRDModel_2A attribute)
ModelResults (class in rlssm.fits_DDM)
(class in rlssm.fits_race)
(class in rlssm.fits_RL)
N
n_parameters_individual (rlssm.ALBAModel_2A attribute)
(rlssm.ARDModel_2A attribute)
(rlssm.DDModel attribute)
(rlssm.LBAModel_2A attribute)
(rlssm.RDModel_2A attribute)
(rlssm.RLALBAModel_2A attribute)
(rlssm.RLARDModel_2A attribute)
(rlssm.RLDDModel attribute)
(rlssm.RLLBAModel_2A attribute)
(rlssm.RLModel_2A attribute)
(rlssm.RLRDModel_2A attribute)
n_parameters_trial (rlssm.ALBAModel_2A attribute)
(rlssm.ARDModel_2A attribute)
(rlssm.DDModel attribute)
(rlssm.LBAModel_2A attribute)
(rlssm.RDModel_2A attribute)
(rlssm.RLALBAModel_2A attribute)
(rlssm.RLARDModel_2A attribute)
(rlssm.RLDDModel attribute)
(rlssm.RLLBAModel_2A attribute)
(rlssm.RLModel_2A attribute)
(rlssm.RLRDModel_2A attribute)
P
plot_mean_grouped_posterior_predictives() (rlssm.fits_DDM.DDModelResults method)
(rlssm.fits_race.raceModelResults_2A method)
(rlssm.fits_RL.RLModelResults_2A method)
plot_mean_posterior_predictives() (rlssm.fits_DDM.DDModelResults method)
(rlssm.fits_race.raceModelResults_2A method)
(rlssm.fits_RL.RLModelResults_2A method)
plot_posteriors() (rlssm.fits_DDM.ModelResults method)
(rlssm.fits_race.ModelResults method)
(rlssm.fits_RL.ModelResults method)
plot_quantiles_grouped_posterior_predictives() (rlssm.fits_DDM.DDModelResults method)
(rlssm.fits_race.raceModelResults_2A method)
plot_quantiles_posterior_predictives() (rlssm.fits_DDM.DDModelResults method)
(rlssm.fits_race.raceModelResults_2A method)
R
raceModelResults_2A (class in rlssm.fits_race)
random_ddm() (in module rlssm.random)
random_ddm_vector() (in module rlssm.random)
random_lba_2A() (in module rlssm.random)
random_rdm_2A() (in module rlssm.random)
RDModel_2A (class in rlssm)
RLALBAModel_2A (class in rlssm)
RLARDModel_2A (class in rlssm)
RLDDModel (class in rlssm)
RLLBAModel_2A (class in rlssm)
RLModel_2A (class in rlssm)
RLModelResults_2A (class in rlssm.fits_RL)
RLRDModel_2A (class in rlssm)
S
simulate_ddm() (in module rlssm.random)
simulate_hier_ddm() (in module rlssm.random)
simulate_hier_rl_2A() (in module rlssm.random)
simulate_hier_rlddm_2A() (in module rlssm.random)
simulate_rl_2A() (in module rlssm.random)
simulate_rlddm_2A() (in module rlssm.random)
simulate_rlrdm_2A() (in module rlssm.random)
stan_model_path (rlssm.ALBAModel_2A attribute)
(rlssm.ARDModel_2A attribute)
(rlssm.DDModel attribute)
(rlssm.LBAModel_2A attribute)
(rlssm.RDModel_2A attribute)
(rlssm.RLALBAModel_2A attribute)
(rlssm.RLARDModel_2A attribute)
(rlssm.RLDDModel attribute)
(rlssm.RLLBAModel_2A attribute)
(rlssm.RLModel_2A attribute)
(rlssm.RLRDModel_2A attribute)
T
to_pickle() (rlssm.fits_DDM.ModelResults method)
(rlssm.fits_race.ModelResults method)
(rlssm.fits_RL.ModelResults method)