Intermediate and advanced topics in multilevel logistic regression analysis. (Q38764472)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28543517 AND SRC:MED&resulttype=core&format=json

21 March 2020

title

Intermediate and advanced topics in multilevel logistic regression analysis (English)

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28543517 AND SRC:MED&resulttype=core&format=json

logistic regression model

21 March 2020

main subject

1 reference

1

1 reference

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21 March 2020

Juan Merlo

series ordinal

2

1 reference

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21 March 2020

author name string

Juan Merlo

series ordinal

2

1 reference

3 October 2017

language of work or name

English

0 references

publication date

23 May 2017

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28543517 AND SRC:MED&resulttype=core&format=json

21 March 2020

published in

Statistics in Medicine

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21 March 2020

volume

36

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21 March 2020

issue

20

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21 March 2020

page(s)

3257-3277

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28543517 AND SRC:MED&resulttype=core&format=json

The median hazard ratio: a useful measure of variance and general contextual effects in multilevel survival analysis.

21 March 2020

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Multilevel regression modelling to investigate variation in disease prevalence across locations

23 June 2018

1 reference

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An Original Stepwise Multilevel Logistic Regression Analysis of Discriminatory Accuracy: The Case of Neighbourhoods and Health

23 June 2018

1 reference

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Short Term Survival after Admission for Heart Failure in Sweden: Applying Multilevel Analyses of Discriminatory Accuracy to Evaluate Institutional Performance

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Estimation of covariate effects in generalized linear mixed models with informative cluster sizes

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Individual and collective bodies: using measures of variance and association in contextual epidemiology

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

A brief conceptual tutorial on multilevel analysis in social epidemiology: interpreting neighbourhood differences and the effect of neighbourhood characteristics on individual health

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

A brief conceptual tutorial on multilevel analysis in social epidemiology: investigating contextual phenomena in different groups of people

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

A brief conceptual tutorial of multilevel analysis in social epidemiology: linking the statistical concept of clustering to the idea of contextual phenomenon

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Appropriate assessment of neighborhood effects on individual health: integrating random and fixed effects in multilevel logistic regression

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

A different kind of contextual effect: geographical clustering of cocaine incidence in the USA

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Temporal changes in the outcomes of acute myocardial infarction in Ontario, 1992-1996

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Between- and within-cluster covariate effects in the analysis of clustered data

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Explained variation for logistic regression

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Models for longitudinal data: a generalized estimating equation approach

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

What is too much variation? The null hypothesis in small-area analysis

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Invited commentary: multilevel analysis of individual heterogeneity-a fundamental critique of the current probabilistic risk factor epidemiology

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Bringing the individual back to small-area variation studies: a multilevel analysis of all-cause mortality in Andalusia, Spain.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Multilevel analytical approaches in social epidemiology: measures of health variation compared with traditional measures of association

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Hospital volume and surgical mortality in the United States.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

Development and validation of the Ontario acute myocardial infarction mortality prediction rules

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5575471

A Tutorial on Multilevel Survival Analysis: Methods, Models and Applications

31 August 2018

2 references

Crossref

https://api.crossref.org/works/10.1002/SIM.7336

21 January 2018

12 December 2020

Variance partitioning in multilevel logistic models that exhibit overdispersion

1 reference

Crossref

https://api.crossref.org/works/10.1002/SIM.7336

Computing measures of explained variation for logistic regression models

21 January 2018

1 reference

PubMed

12 December 2020

Interpreting parameters in the logistic regression model with random effects

1 reference

PubMed

12 December 2020

Population Effects on Individual Systolic Blood Pressure: A Multilevel Analysis of the World Health Organization MONICA Project

1 reference

PubMed

12 December 2020

Identifiers

DOI

10.1002/SIM.7336

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28543517 AND SRC:MED&resulttype=core&format=json

21 March 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28543517 AND SRC:MED&resulttype=core&format=json

21 March 2020

PubMed publication ID

28543517

1 reference