MicroMacroMultilevel
Micro-Macro Multilevel Modeling
Description
Most multilevel methodologies can only model macro-micro multilevel situations in an unbiased way, wherein group-level predictors (e.g., city temperature) are used to predict an individual-level outcome variable (e.g., citizen personality). In contrast, this R package enables researchers to model micro-macro situations, wherein individual-level (micro) predictors (and other group-level predictors) are used to predict a group-level (macro) outcome variable in an unbiased way.
Downloads
515
Last 30 days
7671st
1.7K
Last 90 days
7.2K
Last year
Trend: -10.8% (30d vs prior 30d)
0
Last 30 days
23
Last 90 days
101
Last year
Trend: -100% (30d vs prior 30d)
1
Last 7 days
5
Last 30 days
1
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Nancy R Xu <nancyranxu@gmail.com>’
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘adjusted.predictors.Rd’:
\keyword{micro-macro,}
\keyword{modeling,}
File ‘micromacro.lm.Rd’:
\keyword{micro-macro,}
\keyword{modeling,}
\keyword{variables,}
File ‘micromacro.summary.Rd’:
\keyword{micro-macro,}
\keyword{modeling,}
CRAN incoming feasibility
Maintainer: ‘Nancy R Xu <nancyranxu@gmail.com>’
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘adjusted.predictors.Rd’:
\keyword{micro-macro,}
\keyword{modeling,}
File ‘micromacro.lm.Rd’:
\keyword{micro-macro,}
\keyword{modeling,}
\keyword{variables,}
File ‘micromacro.summary.Rd’:
\keyword{micro-macro,}
\keyword{modeling,}
Check History
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Nancy R Xu <nancyranxu@gmail.com>’
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘adjusted.predictors.Rd’:
\keyword{micro-macro,}
\keyword{modeling,}
File ‘micromacro.lm.Rd’:
\keyword{micro-macro,}
\keyword{modeling,}
\keyword{variables,}
File ‘micromacro.summary.Rd’:
\keyword{micro-macro,}
\keyword{modeling,}
CRAN incoming feasibility
Maintainer: ‘Nancy R Xu <nancyranxu@gmail.com>’
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘adjusted.predictors.Rd’:
\keyword{micro-macro,}
\keyword{modeling,}
File ‘micromacro.lm.Rd’:
\keyword{micro-macro,}
\keyword{modeling,}
\keyword{variables,}
File ‘micromacro.summary.Rd’:
\keyword{micro-macro,}
\keyword{modeling,}
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
Code
Structure
Lines of code
1,436
Files
12
Compiled share
0%
Has compiled src
No
Language breakdown
API
Exported functions
3
Internal functions
0
Recent export changes
Testing & CI
Has tests
No
Test-to-code ratio
0.00
testthat edition
–
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
100%
\dontrun example ratio
0%
Roxygen coverage
100%
Has pkgdown
No
NEWS present
No
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
–
Unsafe pattern score
0
Dep constraint coverage
–
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
3.1.0
System requirements
–
C++ standard
–
License
GPL (>= 2)
License flags
SPDX valid, OSI approved
History
Versions
1
First release
2017-07-01
Latest release
2017-07-01
Avg cadence
–
Cold removal rate
–
Dep drift
0
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.
Version History
1 trackedR Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Jul 1, 2017. Releases before tracking aren’t shown.