Covariate selection in high-dimensional propensity score analyses of treatment effects in small samples. (Q35133118)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:21602301%20AND%20SRC:MED&resulttype=core&format=json

1 February 2020

title

Covariate selection in high-dimensional propensity score analyses of treatment effects in small samples (English)

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1 February 2020

1 reference

1

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1 February 2020

Sebastian Schneeweiss

series ordinal

4

object named as

Sebastian Schneeweiss

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1 February 2020

2

Robert J Glynn

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1 February 2020

3

M Alan Brookhart

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1 February 2020

language of work or name

English

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publication date

20 May 2011

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American Journal of Epidemiology

1 February 2020

published in

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1 February 2020

volume

173

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1 February 2020

issue

12

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1 February 2020

page(s)

1404-1413

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A basic study design for expedited safety signal evaluation based on electronic healthcare data

1 February 2020

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

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

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Variation in the risk of suicide attempts and completed suicides by antidepressant agent in adults: a propensity score-adjusted analysis of 9 years' data

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Comparative safety of antidepressant agents for children and adolescents regarding suicidal acts

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

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

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Instrumental variables I: instrumental variables exploit natural variation in nonexperimental data to estimate causal relationships

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Bias formulas for external adjustment and sensitivity analysis of unmeasured confounders.

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

The comparative safety of rosuvastatin: a retrospective matched cohort study in over 48,000 initiators of statin therapy

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Variable selection for propensity score models

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Evaluating short-term drug effects using a physician-specific prescribing preference as an instrumental variable

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

A review of uses of health care utilization databases for epidemiologic research on therapeutics

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

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

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

An application of propensity score matching using claims data

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Adjusting for unmeasured confounders in pharmacoepidemiologic claims data using external information: the example of COX2 inhibitors and myocardial infarction

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

What to add to nothing? Use and avoidance of continuity corrections in meta-analysis of sparse data

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Approaches to combat with confounding by indication in observational studies of intended drug effects

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Comparison of upper gastrointestinal toxicity of rofecoxib and naproxen in patients with rheumatoid arthritis. VIGOR Study Group

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Gastrointestinal toxicity with celecoxib vs nonsteroidal anti-inflammatory drugs for osteoarthritis and rheumatoid arthritis: the CLASS study: A randomized controlled trial. Celecoxib Long-term Arthritis Safety Study

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

An introduction to instrumental variables for epidemiologists.

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Problems due to small samples and sparse data in conditional logistic regression analysis

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Maternal pesticide exposure from multiple sources and selected congenital anomalies

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

The treatment of unrelated disorders in patients with chronic medical diseases

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Estimating causal effects from large data sets using propensity scores

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

A simulation study of the number of events per variable in logistic regression analysis

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

The comparative safety of analgesics in older adults with arthritis.

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

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

27 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

A sensitivity analysis using information about measured confounders yielded improved uncertainty assessments for unmeasured confounding.

27 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Sensitivity analysis and external adjustment for unmeasured confounders in epidemiologic database studies of therapeutics.

27 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

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

27 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

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

27 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Effects of pravastatin on mortality in patients with and without coronary heart disease across a broad range of cholesterol levels. The Prospective Pravastatin Pooling project

27 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Paradoxical relations of drug treatment with mortality in older persons.

27 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

Toward a clearer definition of confounding.

27 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3145392

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

27 September 2018

1 reference

Crossref

https://api.crossref.org/works/10.1093%2FAJE%2FKWR001

The design of a prospective study of pravastatin in the elderly at risk (PROSPER)

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.1093%2FAJE%2FKWR001

Spurious effects from an extraneous variable

21 January 2018

1 reference

12 December 2020

The case-crossover design: a method for studying transient effects on the risk of acute events

1 reference

12 December 2020

Cholesterol-lowering therapy in women and elderly patients with myocardial infarction or angina pectoris: findings from the Scandinavian Simvastatin Survival Study (4S)

1 reference

12 December 2020

Causal diagrams for epidemiologic research

1 reference

12 December 2020

Selective prescribing led to overestimation of the benefits of lipid-lowering drugs

1 reference

12 December 2020

Simultaneous assessment of short-term gastrointestinal benefits and cardiovascular risks of selective cyclooxygenase 2 inhibitors and nonselective nonsteroidal antiinflammatory drugs: an instrumental variable analysis

1 reference

12 December 2020

Variable selection and raking in propensity scoring

1 reference

12 December 2020

Identifiers

DOI

10.1093/AJE/KWR001

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:21602301%20AND%20SRC:MED&resulttype=core&format=json

1 February 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:21602301%20AND%20SRC:MED&resulttype=core&format=json

1 February 2020

1 reference