The role of the c-statistic in variable selection for propensity score models (Q33829788)

29 July 2017

The role of the c-statistic in variable selection for propensity score models (English)

1 reference

29 July 2017

1 reference

5

Til Stürmer

1 reference

29 July 2017

4

M Alan Brookhart

1 reference

29 July 2017

2

Stephen R Cole

1 reference

29 July 2017

3

Michele Jonsson Funk

1 reference

29 July 2017

Daniel Westreich

1

1 reference

29 July 2017

9 December 2010

1 reference

Pharmacoepidemiology and Drug Safety

29 July 2017

1 reference

29 July 2017

20

1 reference

29 July 2017

3

1 reference

29 July 2017

317-320

1 reference

Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression

29 July 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Confounding control in healthcare database research: challenges and potential approaches.

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Impact of ABO-incompatible listing on wait-list outcomes among infants listed for heart transplantation in the United States: a propensity analysis

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

The added risk of opioid problem use among treatment-seeking youth with marijuana and/or alcohol problem use.

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Timing of erythropoiesis-stimulating agent initiation and adverse outcomes in nondialysis CKD: a propensity-matched observational study.

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Invited commentary: positivity in practice

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Improving propensity score weighting using machine learning

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Illustrating bias due to conditioning on a collider

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

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

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Constructing inverse probability weights for marginal structural models

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Estimating causal effects from epidemiological data

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

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.

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Variable selection for propensity score models

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Indications for propensity scores and review of their use in pharmacoepidemiology

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Analytic strategies to adjust confounding using exposure propensity scores and disease risk scores: nonsteroidal antiinflammatory drugs and short-term mortality in the elderly

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

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

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Data, design, and background knowledge in etiologic inference

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Invited commentary: propensity scores

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

Estimating causal effects from large data sets using propensity scores

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

The meaning and use of the area under a receiver operating characteristic (ROC) curve

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3081361

The central role of the propensity score in observational studies for causal effects

4 July 2018

1 reference

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

21 January 2018

1 reference

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

21 January 2018

1 reference

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

21 January 2018

1 reference

Causal knowledge as a prerequisite for confounding evaluation: an application to birth defects epidemiology

21 January 2018

1 reference

Comparison of logistic regression versus propensity score when the number of events is low and there are multiple confounders

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/21351315

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

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

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/21351315

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1002/PDS.2074

1 reference

29 July 2017

1 reference

29 July 2017

1 reference

PubMed ID

21351315