Data · dataset · 2026
Data supporting the publication "The Analysis of Fixed and Random Effects in a Log-linear Modeling Framework"
Listed in UBIRA eData
All data were either simulated, adopted from published sources, or retrieved from data repositories.
Description
References to all original sources are consistently provided. The data were used to explore various analytical scenarios in which all variables are categorical and, for at least some of them, only a subset of categories is observed.
When all variables are categorical, one of the most common analytical approaches is log-linear modeling. The main theoretical result demonstrates that if a log-linear model holds when considering all categories of the involved variables (fixed effects), it also holds when some variables are restricted to a subset of their categories (random effects).
Links
Where it is published
- UBIRA eData record edata.bham.ac.uk/1740/9/LogLinearREADME.md ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/1740/7/TwoWayTable.csv ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/1740/8/ThreeWayTable.csv ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/1740/3/simulatedONS.csv ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/1740/2/RM053-2021-1-filtered-2023-09-09T17_03_40Z.csv ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/1740/5/simulationResults5.2.rda ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/1740/6/simulationResults6.rda ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/1740/1/DancerEtAl1994.csv ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/1740/4/Vokey2003.csv ↗
landing page · from edata bham ac uk
- DOI doi.org/10.25500/edata.bham.00001740 ↗
DOI / persistent id · from edata bham ac uk
Catalogue records · 1
- OAI-PMH record edata.bham.ac.uk/cgi/oai2?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3… ↗
metadata API · from edata bham ac uk
Topics
- From keywords
- Earth & Environmental Science
- Inferred from text
- Climate change science 70%
Provenance · 1 source records, 6 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| UBIRA eData | oai:edata.bham.ac.uk:1740 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3702 | enrichment · edata bham ac uk | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| concepts[field].local:field:earth-environmental | mapping · edata bham ac uk | connector:edata_bham_ac_uk@1.0.0 | |
| description | source · edata bham ac uk | connector:edata_bham_ac_uk@1.0.0 | /metadata/dc/description |
| license_text | source · edata bham ac uk | connector:edata_bham_ac_uk@1.0.0 | |
| publication_date | source · edata bham ac uk | connector:edata_bham_ac_uk@1.0.0 | |
| title | source · edata bham ac uk | connector:edata_bham_ac_uk@1.0.0 | /metadata/dc/title |