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CEDMr  

Capability-Ecological Developmental Model (CEDM) Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CEDMr", "0.1.0")



Attach the package and use:
library("CEDMr")
Maintained by
Subir Hait
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-04-08
Latest Update: 2026-04-08
Description:
Implements the Capability-Ecological Developmental Model (CEDM) for longitudinal and multilevel data. The package supports estimation and interpretation of models examining how socioeconomic status (SES), health indicators, and contextual factors jointly relate to academic outcomes. Functionality includes: (1) classification of ecological capability regimes (amplifying, neutral, compensatory); (2) estimation of moderated multilevel models with higher-order interaction terms; (3) causal mediation analysis using doubly robust estimation; (4) random-effects within-between (REWB) decomposition; (5) nonlinear moderation using restricted cubic splines; (6) clustering of longitudinal health trajectories; and (7) sensitivity analysis using the impact threshold for a confounding variable (ITCV) and robustness-to-replacement (RIR) measures. The package is designed for use with general longitudinal multilevel datasets.
How to cite:
Subir Hait (2026). CEDMr: Capability-Ecological Developmental Model (CEDM) Analysis. R package version 0.1.0, https://cran.r-project.org/web/packages/CEDMr. Accessed 08 Aug. 2026.
Previous versions and publish date:
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Functions, R codes and Examples using the CEDMr R package
Full CEDMr package functions and examples
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