Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available (Q35963563)

11 August 2017

Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available (English)

1 reference

11 August 2017

0 references

Miguel A Hernán

1

1 reference

PMCID

4832051

11 August 2017

James M Robins

series ordinal

2

1 reference

PMCID

4832051

11 August 2017

language of work or name

English

0 references

publication date

18 March 2016

1 reference

American Journal of Epidemiology

11 August 2017

1 reference

11 August 2017

183

1 reference

11 August 2017

8

1 reference

11 August 2017

758-764

1 reference

Immediate versus deferred initiation of androgen deprivation therapy in prostate cancer patients with PSA-only relapse. An observational follow-up study

11 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Ensemble learning of inverse probability weights for marginal structural modeling in large observational datasets.

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Comparative effectiveness of two anemia management strategies for complex elderly dialysis patients

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Hypothetical midlife interventions in women and risk of type 2 diabetes

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

The prevention and treatment of missing data in clinical trials

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Design considerations, architecture, and use of the Mini-Sentinel distributed data system

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Observational data for comparative effectiveness research: an emulation of randomised trials of statins and primary prevention of coronary heart disease

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Beyond the intention-to-treat in comparative effectiveness research

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

When to initiate combined antiretroviral therapy to reduce mortality and AIDS-defining illness in HIV-infected persons in developed countries: an observational study

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

With great data comes great responsibility: publishing comparative effectiveness research in epidemiology

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Compound treatments and transportability of causal inference

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Diagnosing and responding to violations in the positivity assumption

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Relationship of opioid use and dosage levels to fractures in older chronic pain patients

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

High-dimensional propensity score adjustment in studies of treatment effects using health care claims data

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

A pragmatic-explanatory continuum indicator summary (PRECIS): a tool to help trial designers

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Observational studies analyzed like randomized experiments: an application to postmenopausal hormone therapy and coronary heart disease

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Estimation and extrapolation of optimal treatment and testing strategies.

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Immortal time bias in pharmaco-epidemiology

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Increasing levels of restriction in pharmacoepidemiologic database studies of elderly and comparison with randomized trial results

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

History-adjusted marginal structural models for estimating time-varying effect modification

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Recombinant hepatitis B vaccine and the risk of multiple sclerosis: a prospective study

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

A structural approach to selection bias

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Explanatory and pragmatic attitudes in therapeutical trials

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Negative controls: a tool for detecting confounding and bias in observational studies

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Case validation in research using large databases

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Toward Causal Inference With Interference

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

The well-built clinical question: a key to evidence-based decisions.

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, Part I: main content.

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

A targeted maximum likelihood estimator for two-stage designs.

24 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

On causal inference in the presence of interference

24 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, Part II: proofs of results.

24 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

CONSORT 2010 statement: updated guidelines for reporting parallel group randomised trials.

24 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Causal effect models for realistic individualized treatment and intention to treat rules.

24 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Effect modification by time-varying covariates.

24 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Evaluating Medication Effects Outside of Clinical Trials: New-User Designs

24 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Paradoxical relations of drug treatment with mortality in older persons.

24 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4832051

Estimating causal effects of treatments in randomized and nonrandomized studies.

24 September 2018

1 reference

Crossref

https://api.crossref.org/works/10.1093%2FAJE%2FKWV254

Does the patient's payer matter in hospital patient safety?: a study of urban hospitals

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.1093%2FAJE%2FKWV254

External Validity: From Do-Calculus to Transportability Across Populations

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.1093%2FAJE%2FKWV254

When to start treatment? A systematic approach to the comparison of dynamic regimes using observational data

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/26994063

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Surveillance and ascertainment of cardiovascular events. The Cardiovascular Health Study

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/26994063

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1093/AJE/KWV254

1 reference

11 August 2017

1 reference

11 August 2017

1 reference

PMCID

4832051