Data · dataset · 2016
A Goodness of Fit Test for the Multilevel Logistic Model
Listed in DataCite
It is crucial to test the goodness of fit of a model before it is used to make statistical inferences.
Description
However, no satisfactory goodness of fit test is available for the case of categorical multilevel data which occur when categorical data are clustered or hierarchical in nature. Hence the aim of this paper is to develop a new goodness of fit test for multilevel binary data based on Hosmer and Lemeshow and Lipsitz et.al.
In order to identify the properties of the developed test, simulation studies were carried out to assess the Type I error and the power.
Links
Where it is published
- Repository landing page tandf.figshare.com/articles/dataset/A_Goodness_of_Fit_Test_for_the_Multilevel_Log… ↗
landing page · from DataCite
- DOI doi.org/10.6084/m9.figshare.1127996 ↗
DOI / persistent id · from DataCite
Documentation and papers
- Creative Commons Attribution 4.0 International creativecommons.org/licenses/by/4.0/legalcode ↗
license · from DataCite
- IsSupplementTo 10.1080/03610918.2013.868906 doi.org/10.1080/03610918.2013.868906 ↗
publication · from DataCite
Catalogue records · 2
- DataCite API api.datacite.org/dois/10.6084/m9.figshare.1127996 ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.1127996 ↗
catalogue entry · from DataCite
Topics
- Stated by source
- Biological sciences · Chemical sciences
- From keywords
- Medicine & Health · Plant biology · Research, science and technology policy
- Inferred from text
- Simulation 75%
Related
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DataCite | 10.6084/m9.figshare.1127996 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| byte_size | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].fos:biological-sciences | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].fos:chemical-sciences | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · DataCite | vocabulary-mapper@1.0.0 | keywords['Medicine'] |
| concepts[method].local:method:simulation | enrichment · DataCite | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · DataCite | connector:datacite@1.0.0 | |
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| title | source · DataCite | connector:datacite@1.0.0 | /data/attributes/titles/0/title |
| updated_date | source · DataCite | connector:datacite@1.0.0 |