Estimating (Time-Dependent) Drift Diffusion Models

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Documentation for package ‘dRiftDM’ version 0.2.2

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A B C D E F G H L M N O P R S U

-- A --

AIC.fits_ids_dm Extract Model Statistics for fits_ids_dm Object

-- B --

BIC.fits_ids_dm Extract Model Statistics for fits_ids_dm Object
b_coding The Coding of the Boundaries
b_coding.drift_dm The Coding of the Boundaries
b_coding.fits_ids_dm The Coding of the Boundaries
b_coding<- The Coding of the Boundaries
b_coding<-.drift_dm The Coding of the Boundaries

-- C --

calc_stats Calculate Statistics
calc_stats.data.frame Calculate Statistics
calc_stats.drift_dm Calculate Statistics
calc_stats.fits_ids_dm Calculate Statistics
coef.drift_dm Access Coefficients of a Model
coef.fits_ids_dm Access Coefficients of a Model
coef<- Access Coefficients of a Model
coef<-.drift_dm Access Coefficients of a Model
component_shelf Diffusion Model Components
comp_funs The Component Functions of A Model
comp_funs.drift_dm The Component Functions of A Model
comp_funs.fits_ids_dm The Component Functions of A Model
comp_funs<- The Component Functions of A Model
comp_funs<-.drift_dm The Component Functions of A Model
conds The Conditions of an Object
conds.data.frame The Conditions of an Object
conds.drift_dm The Conditions of an Object
conds.fits_ids_dm The Conditions of an Object
conds.traces_dm_list The Conditions of an Object
conds<- The Conditions of an Object
conds<-.drift_dm The Conditions of an Object

-- D --

ddm_opts Optional Arguments for the Component Functions
ddm_opts.drift_dm Optional Arguments for the Component Functions
ddm_opts<- Optional Arguments for the Component Functions
ddm_opts<-.drift_dm Optional Arguments for the Component Functions
dmc_dm Create the Diffusion Model for Conflict Tasks
dmc_synth_data A synthetic data set with two conditions
drift_dm Create a drift_dm object

-- E --

estimate_model Estimate the Parameters of a drift_dm Model
estimate_model_ids Fit Multiple Individuals and Save Results

-- F --

flex_prms Flex_Prms
flex_prms.drift_dm Flex_Prms
flex_prms.flex_prms Flex_Prms
flex_prms.numeric Flex_Prms
flex_prms<- Flex_Prms
flex_prms<-.drift_dm Flex_Prms

-- G --

get_example_fits_ids Auxiliary Function to create a fits_ids object

-- H --

hist.coefs_dm Plot Parameter Distribution(s)

-- L --

load_fits_ids Load Estimates of a Fit Procedure
logLik.drift_dm Extract Log-Likelihood for a drift_dm Object
logLik.fits_ids_dm Extract Model Statistics for fits_ids_dm Object

-- M --

modify_flex_prms Set Instructions to a flex_prms object
modify_flex_prms.drift_dm Set Instructions to a flex_prms object
modify_flex_prms.flex_prms Set Instructions to a flex_prms object

-- N --

nobs.drift_dm Get the Number of Observations for a drift_dm Object

-- O --

obs_data The Observed Data
obs_data.drift_dm The Observed Data
obs_data.fits_ids_dm The Observed Data
obs_data<- The Observed Data
obs_data<-.drift_dm The Observed Data

-- P --

pdfs Access the Probability Density Functions of a Model
pdfs.drift_dm Access the Probability Density Functions of a Model
plot.cafs Plot Conditional Accuracy Functions (CAFs)
plot.delta_funs Plot Delta Functions
plot.drift_dm Plot Components of a Drift Diffusion Model
plot.quantiles Plot Quantiles
plot.stats_dm_list Plot Multiple Statistics
plot.traces_dm Plot Traces of a Drift Diffusion Model
plot.traces_dm_list Plot Traces of a Drift Diffusion Model
print.coefs_dm Access Coefficients of a Model
print.drift_dm Create a drift_dm object
print.fits_ids_dm Load Estimates of a Fit Procedure
print.flex_prms Flex_Prms
print.stats_dm Calculate Statistics
print.stats_dm_list Calculate Statistics
print.summary.cafs Summary for 'stats_dm' Objects
print.summary.coefs_dm Summary for 'coefs_dm' Objects
print.summary.delta_funs Summary for 'stats_dm' Objects
print.summary.drift_dm Summary for 'drift_dm' Objects
print.summary.fits_ids_dm Summary and Printing for fits_ids_dm Objects
print.summary.fit_stats Summary for 'stats_dm' Objects
print.summary.flex_prms Summarizing Flex Parameters
print.summary.quantiles Summary for 'stats_dm' Objects
print.summary.stats_dm Summary for 'stats_dm' Objects
print.summary.stats_dm_list Summary for 'stats_dm' Objects
print.summary.sum_dist Summary for 'stats_dm' Objects
print.summary.traces_dm Summary for traces_dm and traces_dm_list Objects
print.summary.traces_dm_list Summary for traces_dm and traces_dm_list Objects
print.traces_dm Simulate Trajectories/Traces of a Model
print.traces_dm_list Simulate Trajectories/Traces of a Model
prms_solve The Parameters for Deriving Model Predictions
prms_solve.drift_dm The Parameters for Deriving Model Predictions
prms_solve.fits_ids_dm The Parameters for Deriving Model Predictions
prms_solve<- The Parameters for Deriving Model Predictions
prms_solve<-.drift_dm The Parameters for Deriving Model Predictions

-- R --

ratcliff_dm Create a Basic Diffusion Model
ratcliff_synth_data A synthetic data set with one condition
re_evaluate_model Re-evaluate the model

-- S --

simulate_data Simulate Synthetic Responses
simulate_data.drift_dm Simulate Synthetic Responses
simulate_traces Simulate Trajectories/Traces of a Model
simulate_traces.drift_dm Simulate Trajectories/Traces of a Model
simulate_traces.fits_ids_dm Simulate Trajectories/Traces of a Model
simulate_traces_one_cond Simulate Traces for One Conditions
simulate_values Simulate Values
solver The Solver for Deriving Model Predictions
solver.drift_dm The Solver for Deriving Model Predictions
solver.fits_ids_dm The Solver for Deriving Model Predictions
solver<- The Solver for Deriving Model Predictions
solver<-.drift_dm The Solver for Deriving Model Predictions
ssp_dm Create the Shrinking Spotlight Model
summary.cafs Summary for 'stats_dm' Objects
summary.coefs_dm Summary for 'coefs_dm' Objects
summary.delta_funs Summary for 'stats_dm' Objects
summary.drift_dm Summary for 'drift_dm' Objects
summary.fits_ids_dm Summary and Printing for fits_ids_dm Objects
summary.fit_stats Summary for 'stats_dm' Objects
summary.flex_prms Summarizing Flex Parameters
summary.quantiles Summary for 'stats_dm' Objects
summary.stats_dm Summary for 'stats_dm' Objects
summary.stats_dm_list Summary for 'stats_dm' Objects
summary.sum_dist Summary for 'stats_dm' Objects
summary.traces_dm Summary for traces_dm and traces_dm_list Objects
summary.traces_dm_list Summary for traces_dm and traces_dm_list Objects

-- U --

ulrich_flanker_data Exemplary Flanker Data
ulrich_simon_data Exemplary Simon Data
unpack_obj Unpack/Destroy dRiftDM Objects
unpack_obj.coefs_dm Unpack/Destroy dRiftDM Objects
unpack_obj.stats_dm Unpack/Destroy dRiftDM Objects
unpack_obj.stats_dm_list Unpack/Destroy dRiftDM Objects
unpack_obj.traces_dm Unpack/Destroy dRiftDM Objects
unpack_obj.traces_dm_list Unpack/Destroy dRiftDM Objects
unpack_traces Unpack/Destroy Traces Objects
unpack_traces.traces_dm Unpack/Destroy Traces Objects
unpack_traces.traces_dm_list Unpack/Destroy Traces Objects