(Q30590458)

18 August 2017

Confounding control in a nonexperimental study of STAR*D data: logistic regression balanced covariates better than boosted CART. (English)

1 reference

logistic regression model

18 August 2017

1 reference

1 reference

Stacie B Dusetzina

2

0 references

Richard A. Hansen

object named as

Richard A Hansen

3

0 references

Bradley N. Gaynes

object named as

Bradley N Gaynes

4

0 references

Til Stürmer

6

object named as

Til Stürmer

1 reference

18 August 2017

Alan R Ellis

1

1 reference

PMC publication ID

3773847

18 August 2017

Joel F Farley

5

1 reference

18 August 2017

15 February 2013

1 reference

18 August 2017

Annals of Epidemiology

1 reference

18 August 2017

23

1 reference

18 August 2017

4

1 reference

18 August 2017

204-209

1 reference

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

18 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

Temporal onset, risk factors, and outcomes associated with stroke after coronary artery bypass grafting

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

Improving propensity score weighting using machine learning

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

Identifiability, exchangeability and confounding revisited

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

Update: Greenland and Robins (1986). Identifiability, exchangeability and epidemiological confounding

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

Missing data analysis: making it work in the real world

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

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.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

Variable selection for propensity score models

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

Insights into different results from different causal contrasts in the presence of effect-measure modification.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

Sequenced treatment alternatives to relieve depression (STAR*D): rationale and design

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

Matching using estimated propensity scores: relating theory to practice.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

The bias due to incomplete matching.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

Identifiability, exchangeability, and epidemiological confounding.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

Propensity scores: an introduction and experimental test

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

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

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

Marginal Structural Models as a Tool for Standardization

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3773847

The use of propensity scores in pharmacoepidemiologic research

26 November 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23419508

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Association of candesartan vs losartan with all-cause mortality in patients with heart failure

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23419508

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Acceptability of second-step treatments to depressed outpatients: a STAR*D report

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23419508

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1016/J.ANNEPIDEM.2013.01.004

1 reference

18 August 2017

1 reference

PMC publication ID

3773847

18 August 2017

PubMed publication ID

23419508

1 reference

PMC publication ID

3773847