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RegDDM  

Generalized Linear Regression with DDM
View on CRAN: Click here


Download and install RegDDM package within the R console
Install from CRAN:
install.packages("RegDDM")

Install from Github:
library("remotes")
install_github("cran/RegDDM")

Install by package version:
library("remotes")
install_version("RegDDM", "1.0")



Attach the package and use:
library("RegDDM")
Maintained by
Zekai Jin
[Scholar Profile | Author Map]
First Published: 2024-12-05
Latest Update: 2024-12-05
Description:
Drift-Diffusion Model (DDM) has been widely used to model binary decision-making tasks, and many research studies the relationship between DDM parameters and other characteristics of the subject. This package uses 'RStan' to perform generalized liner regression analysis over DDM parameters via a single Bayesian Hierarchical model. Compared to estimating DDM parameters followed by a separate regression model, 'RegDDM' reduces bias and improves statistical power.
How to cite:
Zekai Jin (2024). RegDDM: Generalized Linear Regression with DDM. R package version 1.0, https://cran.r-project.org/web/packages/RegDDM. Accessed 03 Apr. 2025.
Previous versions and publish date:
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Complete documentation for RegDDM
Functions, R codes and Examples using the RegDDM R package
Full RegDDM package functions and examples
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