Multiple imputation with large data sets: a case study of the Children's Mental Health Initiative (Q33421662)

26 July 2017

Multiple imputation with large data sets: a case study of the Children's Mental Health Initiative (English)

1 reference

26 July 2017

0 references

1 reference

Elizabeth A Stuart

1

0 references

author name string

Melissa Azur

series ordinal

2

1 reference

26 July 2017

Constantine Frangakis

series ordinal

3

1 reference

26 July 2017

Philip Leaf

series ordinal

4

1 reference

26 July 2017

language of work or name

English

0 references

publication date

24 March 2009

1 reference

American Journal of Epidemiology

26 July 2017

1 reference

26 July 2017

169

1 reference

26 July 2017

9

1 reference

26 July 2017

1133-1139

1 reference

Missing data analysis: making it work in the real world

26 July 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

Use of multiple imputation in the epidemiologic literature

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

How Many Imputations are Really Needed? Some Practical Clarifications of Multiple Imputation Theory

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

Much ado about nothing: A comparison of missing data methods and software to fit incomplete data regression models

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

Multiple imputation: review of theory, implementation and software

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

Impact of supported housing on clinical outcomes: analysis of a randomized trial using multiple imputation technique

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

Dealing with missing data in a multi-question depression scale: a comparison of imputation methods

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

Missing data: our view of the state of the art

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

A comparison of inclusive and restrictive strategies in modern missing data procedures

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

Multiple imputation and posterior simulation for multivariate missing data in longitudinal studies

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

A critical look at methods for handling missing covariates in epidemiologic regression analyses

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

Biased estimation of the odds ratio in case-control studies due to the use of ad hoc methods of correcting for missing values for confounding variables.

28 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

Inference and missing data

28 July 2018

1 reference

Crossref

https://api.crossref.org/works/10.1093%2FAJE%2FKWP026

Maternal employment and child development: a fresh look using newer methods.

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.1093%2FAJE%2FKWP026

Applications of multiple imputation in medical studies: from AIDS to NHANES.

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2727238

Multiple Imputation for Multivariate Missing-Data Problems: A Data Analyst's Perspective

31 October 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/19318618

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1093/AJE/KWP026

1 reference

26 July 2017

1 reference

26 July 2017

1 reference