CEDMr: Capability-Ecological Developmental Model (CEDM) Analysis
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.
| Version: |
0.1.0 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
dplyr (≥ 1.1.0), ggplot2 (≥ 3.4.0), lme4 (≥ 1.1-31), magrittr (≥ 2.0.0), mediation (≥ 4.5.0), rlang (≥ 1.1.0), rms (≥ 6.7-0), stats, tidyr (≥ 1.3.0) |
| Suggests: |
cluster (≥ 2.1.4), konfound (≥ 0.4.0), mice (≥ 3.16.0), testthat (≥ 3.0.0) |
| Published: |
2026-04-08 |
| DOI: |
10.32614/CRAN.package.CEDMr (may not be active yet) |
| Author: |
Subir Hait  [aut,
cre] |
| Maintainer: |
Subir Hait <haitsubi at msu.edu> |
| BugReports: |
https://github.com/causalfragility-lab/CEDMr/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/causalfragility-lab/CEDMr |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Materials: |
README |
| CRAN checks: |
CEDMr results |
Documentation:
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