Super learning to hedge against incorrect inference from arbitrary parametric assumptions in marginal structural modeling (Q37019484)

17 August 2017

Super learning to hedge against incorrect inference from arbitrary parametric assumptions in marginal structural modeling (English)

1 reference

17 August 2017

4

Marsha A Raebel

1 reference

17 August 2017

2

Bruce Fireman

1 reference

17 August 2017

3

Jason A Roy

1 reference

17 August 2017

6

Patrick J O'Connor

1 reference

17 August 2017

1

Romain Neugebauer

1 reference

17 August 2017

Gregory A Nichols

5

1 reference

17 August 2017

1 August 2013

1 reference

Journal of Clinical Epidemiology

17 August 2017

1 reference

17 August 2017

66

1 reference

17 August 2017

8 Suppl

1 reference

17 August 2017

S99-109

1 reference

Dynamic marginal structural modeling to evaluate the comparative effectiveness of more or less aggressive treatment intensification strategies in adults with type 2 diabetes.

17 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Beyond the intention-to-treat in comparative effectiveness research

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

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

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Diagnosing and responding to violations in the positivity assumption

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

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

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Inverse probability weighting in sexually transmitted infection/human immunodeficiency virus prevention research: methods for evaluating social and community interventions

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

The hazards of hazard ratios

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Improving propensity score weighting using machine learning

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

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

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Constructing inverse probability weights for marginal structural models

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

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

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Pillbox organizers are associated with improved adherence to HIV antiretroviral therapy and viral suppression: a marginal structural model analysis

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Effect of Rosiglitazone on the Risk of Myocardial Infarction and Death from Cardiovascular Causes

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Comparison of dynamic treatment regimes via inverse probability weighting

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

A structural approach to selection bias

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Marginal structural models and causal inference in epidemiology

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Maternal pesticide exposure from multiple sources and selected congenital anomalies

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

On the consistency rule in causal inference: axiom, definition, assumption, or theorem?

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Concerning the consistency assumption in causal inference.

4 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

4 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Asymptotic optimality of likelihood-based cross-validation

4 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Deletion/substitution/addition algorithm in learning with applications in genomics

4 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

Estimating the causal effect of zidovudine on CD4 count with a marginal structural model for repeated measures

4 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

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

4 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3713501

The role of research in integrated healthcare systems: the HMO Research Network

4 December 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23849160

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Effect of Highly Active Antiretroviral Therapy on Time to Acquired Immunodeficiency Syndrome or Death using Marginal Structural Models

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23849160

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Causal diagrams for epidemiologic research

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23849160

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1016/J.JCLINEPI.2013.01.016

1 reference

17 August 2017

1 reference

PMC publication ID

3713501

17 August 2017

PubMed publication ID

23849160

1 reference

PMC publication ID

3713501