Outcome modelling strategies in epidemiology: traditional methods and basic alternatives (Q35995075)

11 August 2017

2 references

19 September 2019

15 July 2021

Outcome modelling strategies in epidemiology: traditional methods and basic alternatives (English)

1 reference

biomedical investigative technique

11 August 2017

1 reference

PubMed

statistical data interpretation

19 September 2019

1 reference

15 July 2021

Rhian Daniel

2

0 references

Neil Pearce

object named as

Neil Pearce

series ordinal

3

0 references

author name string

Sander Greenland

series ordinal

1

1 reference

PMCID

4864881

11 August 2017

language of work or name

1 reference

20 April 2016

1 reference

PMCID

4864881

International Journal of Epidemiology

11 August 2017

1 April 2016

2 references

19 September 2019

15 July 2021

3 references

11 August 2017

19 September 2019

15 July 2021

45

1 reference

11 August 2017

2

1 reference

11 August 2017

565-575

1 reference

Creative Commons Attribution 4.0 International

11 August 2017

2 references

19 September 2019

Penalization, bias reduction, and default priors in logistic and related categorical and survival regressions.

15 July 2021

0 references

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Statistical foundations for model-based adjustments

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Effects of adjusting for instrumental variables on bias and precision of effect estimates

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Illustrating bias due to conditioning on a collider

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

High-dimensional propensity score adjustment in studies of treatment effects using health care claims data

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Sodium intake in infancy and blood pressure at 7 years: findings from the Avon Longitudinal Study of Parents and Children

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Bayesian perspectives for epidemiological research. II. Regression analysis

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Principles of multilevel modelling

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Problems due to small samples and sparse data in conditional logistic regression analysis

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Multilevel modeling and model averaging.

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Methods for epidemiologic analyses of multiple exposures: a review and comparative study of maximum-likelihood, preliminary-testing, and empirical-Bayes regression

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

The role of model selection in causal inference from nonexperimental data

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Modeling and variable selection in epidemiologic analysis

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

On the definition of a confounder

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

The impact of confounder selection criteria on effect estimation

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Bayesian regression in SAS software

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Bayesian effect estimation accounting for adjustment uncertainty

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

On model selection and model misspecification in causal inference.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Exhaustion, automation, theory, and confounding

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Methods of covariate selection: directed acyclic graphs and the change-in-estimate procedure.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Invited commentary: variable selection versus shrinkage in the control of multiple confounders

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Atopy and asthma in rural Poland: a paradigm for the emergence of childhood respiratory allergies in Europe

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

When should epidemiologic regressions use random coefficients?

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Interpreting model coefficients when the true model form is unknown.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Simulation study of confounder-selection strategies.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

The interpretation of multiplicative-model parameters as standardized parameters.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4864881

Invited commentary: understanding bias amplification

23 September 2018

1 reference

Crossref

https://api.crossref.org/works/10.1093%2FIJE%2FDYW040

Multilevel modeling in epidemiology with GLIMMIX

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/27097747

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Reducing mean squared error in the analysis of stratified epidemiologic studies

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/27097747

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1093/IJE/DYW040

1 reference

11 August 2017

1 reference

11 August 2017

1 reference

PMCID

4864881