Ensemble learning of inverse probability weights for marginal structural modeling in large observational datasets. (Q34675100)

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21 February 2020

title

Ensemble learning of inverse probability weights for marginal structural modeling in large observational datasets (English)

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21 February 2020

0 references

1

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5

Miguel A Hernán

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21 February 2020

author name string

Roger W Logan

series ordinal

2

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21 February 2020

Inmaculada Jarrín

series ordinal

3

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21 February 2020

Susana Monge

series ordinal

4

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language of work or name

English

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publication date

15 October 2014

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21 February 2020

published in

Statistics in Medicine

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21 February 2020

volume

34

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21 February 2020

issue

1

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page(s)

106-117

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

21 February 2020

cites work

1 reference

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Model feedback in Bayesian propensity score estimation

7 July 2018

1 reference

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Improving propensity score weighting using machine learning

7 July 2018

1 reference

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The effect of combined antiretroviral therapy on the overall mortality of HIV-infected individuals

7 July 2018

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Determinants of survival following HIV-1 seroconversion after the introduction of HAART.

7 July 2018

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Decline in the AIDS and death rates in the EuroSIDA study: an observational study

7 July 2018

1 reference

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Relation of pooled logistic regression to time dependent Cox regression analysis: the Framingham Heart Study

7 July 2018

1 reference

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Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men.

7 July 2018

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A survey of cross-validation procedures for model selection

21 January 2018

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21 January 2018

Stacked generalization

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An application of collaborative targeted maximum likelihood estimation in causal inference and genomics.

21 January 2018

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Collaborative double robust targeted maximum likelihood estimation.

21 January 2018

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26 October 2018

1 reference

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Spanish cohort of naïve HIV-infected patients (CoRIS): rationale, organization and initial results

26 October 2018

1 reference

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

26 October 2018

1 reference

Bias-Reduced Doubly Robust Estimation

21 January 2018

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21 January 2018

Identifiers

DOI

10.1002/SIM.6322

1 reference

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21 February 2020

1 reference

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21 February 2020

PubMed publication ID

25316152

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25316152%20AND%20SRC:MED&resulttype=core&format=json