(Q31107817)

13 October 2017

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

1 reference

13 October 2017

1 reference

0 references

1 reference

1

1 reference

13 October 2017

Ken P Kleinman

2

1 reference

PMCID

1839993

13 October 2017

language of work or name

English

0 references

publication date

1 February 2007

1 reference

The American Statistician

13 October 2017

1 reference

13 October 2017

61

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13 October 2017

1

1 reference

13 October 2017

79-90

1 reference

Multiple imputation of discrete and continuous data by fully conditional specification

13 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Multiple imputation: current perspectives

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Robustness of a multivariate normal approximation for imputation of incomplete binary data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Clinical features and prognostic factors in adults with bacterial meningitis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Marginal analysis of incomplete longitudinal binary data: a cautionary note on LOCF imputation

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Missing covariate data within cancer prognostic studies: a review of current reporting and proposed guidelines

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

What do we do with missing data? Some options for analysis of incomplete data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Coping with missing data in clinical trials: a model-based approach applied to asthma trials

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

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

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Maximum likelihood analysis of generalized linear models with missing covariates

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

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

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Multiple imputation: a primer

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

A multiple imputation strategy for clinical trials with truncation of patient data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

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

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Missing data in longitudinal studies

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Using the outcome for imputation of missing predictor values was preferred.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Statistical methods in the journal.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Second-trimester maternal serum levels of alpha-fetoprotein and the subsequent risk of sudden infant death syndrome.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Multiple informants: mortality associated with psychiatric disorders in the Stirling County Study

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Monte Carlo EM for missing covariates in parametric regression models.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Generalized estimating equation model for binary outcomes with missing covariates

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1839993

Last observation carry-forward and last observation analysis

25 November 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/17401454

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Multiple imputation of missing blood pressure covariates in survival analysis

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/17401454

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1198/000313007X172556

1 reference

13 October 2017

1 reference

13 October 2017

1 reference

PMCID

1839993