(Q28749221)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20871802%20AND%20SRC:MED&resulttype=core&format=json

14 February 2020

title

Matching methods for causal inference: A review and a look forward (English)

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20871802%20AND%20SRC:MED&resulttype=core&format=json

14 February 2020

1 reference

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20871802%20AND%20SRC:MED&resulttype=core&format=json

14 February 2020

author name string

Elizabeth A Stuart

series ordinal

1

0 references

language of work or name

English

0 references

publication date

1 February 2010

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20871802%20AND%20SRC:MED&resulttype=core&format=json

14 February 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20871802%20AND%20SRC:MED&resulttype=core&format=json

14 February 2020

volume

25

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20871802%20AND%20SRC:MED&resulttype=core&format=json

14 February 2020

page(s)

1-21

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20871802%20AND%20SRC:MED&resulttype=core&format=json

14 February 2020

issue

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20871802%20AND%20SRC:MED&resulttype=core&format=json

maintained by WikiProject

14 February 2020

WikiProject Mathematics

0 references

cites work

Marginal structural models and causal inference in epidemiology

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Matching With Doses in an Observational Study of a Media Campaign Against Drug Abuse

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Matching methods for selection of subjects for follow-up

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Propensity score techniques and the assessment of measured covariate balance to test causal associations in psychological research

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Improving propensity score weighting using machine learning

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Different methods of balancing covariates leading to different effect estimates in the presence of effect modification

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Toward Causal Inference With Interference

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Average causal effects from nonrandomized studies: a practical guide and simulated example

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Evaluating uses of data mining techniques in propensity score estimation: a simulation study

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Variable selection for propensity score models

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Doubly robust estimation in missing data and causal inference models

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

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

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Optimal multivariate matching before randomization

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Principal stratification in causal inference

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Invited commentary: propensity scores

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Matching using estimated propensity scores: relating theory to practice.

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

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

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

In utero exposure to phenobarbital and intelligence deficits in adult men.

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

The Effectiveness of Adjustment by Subclassification in Removing Bias in Observational Studies

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

The bias due to incomplete matching.

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Propensity score estimation with missing values using a multiple imputation missingness pattern (MIMP) approach

3 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

The essential role of balance tests in propensity-matched observational studies: comments on 'A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003' by Peter Austin, Statistics in Medicine

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Using full matching to estimate causal effects in nonexperimental studies: examining the relationship between adolescent marijuana use and adult outcomes

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Developing practical recommendations for the use of propensity scores: discussion of 'A critical appraisal of propensity score matching in the medical literature between 1996 and 2003' by Peter Austin, Statistics in Medicine.

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

The performance of different propensity score methods for estimating marginal odds ratios

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

The design versus the analysis of observational studies for causal effects: parallels with the design of randomized trials.

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Results of multivariable logistic regression, propensity matching, propensity adjustment, and propensity-based weighting under conditions of nonuniform effect.

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

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

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Interval estimation for treatment effects using propensity score matching.

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Propensity Score Estimation With Boosted Regression for Evaluating Causal Effects in Observational Studies

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Use of high-cost operative procedures by Medicare beneficiaries enrolled in for-profit and not-for-profit health plans

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Quantifying biases in causal models: classical confounding vs collider-stratification bias.

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Paired versus two-sample design for a clinical trial of treatments with dichotomous outcome: power considerations.

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

Estimating exposure effects by modelling the expectation of exposure conditional on confounders

27 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2943670

On principles for modeling propensity scores in medical research

27 November 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/20871802

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Smoking and lung cancer: recent evidence and a discussion of some questions

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/20871802

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1214/09-STS313

2 references

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20871802%20AND%20SRC:MED&resulttype=core&format=json

14 February 2020

arXiv ID

1010.5586

0 references

1 reference

2 references

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20871802%20AND%20SRC:MED&resulttype=core&format=json

14 February 2020

2 references

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:20871802%20AND%20SRC:MED&resulttype=core&format=json