Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples (Q36319710)

13 August 2017

Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples (English)

1 reference

13 August 2017

1 reference

Peter C Austin

1

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language of work or name

English

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publication date

1 November 2009

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13 August 2017

Statistics in Medicine

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13 August 2017

28

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13 August 2017

25

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13 August 2017

3083-3107

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Primer on statistical interpretation or methods report card on propensity-score matching in the cardiology literature from 2004 to 2006: a systematic review

13 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

A substantial and confusing variation exists in handling of baseline covariates in randomized controlled trials: a review of trials published in leading medical journals

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003.

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Propensity-score matching in the cardiovascular surgery literature from 2004 to 2006: a systematic review and suggestions for improvement

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

A comparison of regression trees, logistic regression, generalized additive models, and multivariate adaptive regression splines for predicting AMI mortality

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Outcomes in ambulatory chronic systolic and diastolic heart failure: a propensity score analysis

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Heart failure, chronic diuretic use, and increase in mortality and hospitalization: an observational study using propensity score methods

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

A review of the application of propensity score methods yielded increasing use, advantages in specific settings, but not substantially different estimates compared with conventional multivariable methods.

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Propensity score methods gave similar results to traditional regression modeling in observational studies: a systematic review

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Principles for modeling propensity scores in medical research: a systematic literature review

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

The CONSORT statement: revised recommendations for improving the quality of reports of parallel-group randomized trials

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

The revised CONSORT statement for reporting randomized trials: explanation and elaboration

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

The number needed to treat: a clinically useful measure of treatment effect

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Basic statistics for clinicians: 3. Assessing the effects of treatment: measures of association

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Designs for experiments--parallel comparisons of treatment.

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Some methods of propensity-score matching had superior performance to others: results of an empirical investigation and Monte Carlo simulations

29 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Assessing balance in measured baseline covariates when using many-to-one matching on the propensity-score

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

A deficiency of the odds ratio as a measure of effect size

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

A comparison of the ability of different propensity score models to balance measured variables between treated and untreated subjects: a Monte Carlo study.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

A comparison of propensity score methods: a case-study estimating the effectiveness of post-AMI statin use.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Validating recommendations for coronary angiography following acute myocardial infarction in the elderly: a matched analysis using propensity scores.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Testing for baseline balance in clinical trials.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Type I error rates, coverage of confidence intervals, and variance estimation in propensity-score matched analyses

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

Missed opportunities in the secondary prevention of myocardial infarction: An assessment of the effects of statin underprescribing on mortality

21 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3472075

On principles for modeling propensity scores in medical research

21 October 2018

1 reference

12 December 2020

Odds ratio, relative risk, absolute risk reduction, and the number needed to treat--which of these should we use?

1 reference

12 December 2020

Covariate imbalance and random allocation in clinical trials

1 reference

12 December 2020

Baseline comparisons in randomized clinical trials

1 reference

12 December 2020

Weaknesses of goodness-of-fit tests for evaluating propensity score models: the case of the omitted confounder

1 reference

12 December 2020

Clinically useful measures of effect in binary analyses of randomized trials

1 reference

12 December 2020

Identifiers

DOI

10.1002/SIM.3697

1 reference

13 August 2017

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13 August 2017

1 reference

PMCID

3472075