Pairwise joint modeling of clustered and high-dimensional outcomes with covariate missingness in pediatric pneumonia care

Pairwise joint modeling of clustered and high-dimensional outcomes with covariate missingness in pediatric pneumonia care

Multiple outcomes reflecting different aspects of routine care are a common phenomenon in health care research. A common approach of handling such outcomes is multiple univariate analyses, an approach which does not allow for answering research questions pertaining to joint inference. In this study,...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों:	Gachau, S, Njagi, EN, Molenberghs, G, Owuor, N, Sarguta, R, English, M, Ayieko, P
स्वरूप:	Journal article
भाषा:	English
प्रकाशित:	Wiley 2022

समान संसाधन

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द्वारा: Gachau, S, और अन्य
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द्वारा: Donna L. Coffman, और अन्य
प्रकाशित: (2020-06-01)

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द्वारा: Arnold A. Harder, और अन्य
प्रकाशित: (2024-01-01)

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द्वारा: Christian Rose, और अन्य
प्रकाशित: (2023-11-01)

Fast and accurate estimation of the covariance between pairwise maximum likelihood distances
द्वारा: Manuel Gil
प्रकाशित: (2014-09-01)

Covariance of maximum likelihood evolutionary distances between sequences aligned pairwise
द्वारा: Dessimoz Christophe, और अन्य
प्रकाशित: (2008-06-01)

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द्वारा: Beverley Phillips, और अन्य
प्रकाशित: (2024-09-01)

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द्वारा: F. Ayiah-Mensah, और अन्य
प्रकाशित: (2021-01-01)

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द्वारा: Timothy D. Nelson, और अन्य
प्रकाशित: (2021-09-01)

Case management of childhood pneumonia in developing countries.
द्वारा: Ayieko, P, और अन्य
प्रकाशित: (2007)

Prevalence, outcome and quality of care among children hospitalized with severe acute malnutrition in Kenyan hospitals: A multi-site observational study
द्वारा: Gachau, S, और अन्य
प्रकाशित: (2018)

Effect of enhanced feedback to hospitals that are part of an emerging clinical information network on uptake of revised childhood pneumonia treatment policy: study protocol for a cluster randomized trial.
द्वारा: Ayieko, P, और अन्य
प्रकाशित: (2017)

Effect of enhanced feedback to hospitals that are part of an emerging clinical information network on uptake of revised childhood pneumonia treatment policy: study protocol for a cluster randomized trial
द्वारा: Philip Ayieko, और अन्य
प्रकाशित: (2017-09-01)

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प्रकाशित: (2024)

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द्वारा: Calum Lindsay, और अन्य
प्रकाशित: (2024-06-01)

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Non-Asymptotic Bounds of AIPW Estimators for Means with Missingness at Random
द्वारा: Fei Wang, और अन्य
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Informative missingness in electronic health record systems: the curse of knowing
द्वारा: Rolf H. H. Groenwold
प्रकाशित: (2020-07-01)

Improving RNN Performance by Modelling Informative Missingness with Combined Indicators
द्वारा: Frans J. Rodenburg, और अन्य
प्रकाशित: (2019-04-01)

idem: An R Package for Inferences in Clinical Trials with Death and Missingness
द्वारा: Chenguang Wang, और अन्य
प्रकाशित: (2020-05-01)

Constrained clustering: general pairwise and cardinality constraints
द्वारा: Bibi, A, और अन्य
प्रकाशित: (2023)

Constrained Clustering: General Pairwise and Cardinality Constraints
द्वारा: Adel Bibi, और अन्य
प्रकाशित: (2023-01-01)

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द्वारा: Hoang-Nhat Tran, और अन्य
प्रकाशित: (2021-01-01)

In children aged 2-59 months with pneumonia, which clinical signs best predict hypoxaemia?
द्वारा: Ayieko, P, और अन्य
प्रकाशित: (2006)

Embracing the informative missingness and silent gene in analyzing biologically diverse samples
द्वारा: Dongping Du, और अन्य
प्रकाशित: (2024-11-01)

Gender-related data missingness, imbalance and bias in global health surveys
द्वारा: Beniamino Cislaghi, और अन्य
प्रकाशित: (2021-11-01)

Cancer molecular subtyping using limited multi-omics data with missingness.
द्वारा: Yongqi Bu, और अन्य
प्रकाशित: (2024-12-01)

Causal Algebras on Chain Event Graphs with Informed Missingness for System Failure
द्वारा: Xuewen Yu, और अन्य
प्रकाशित: (2021-10-01)

On Missingness Features in Machine Learning Models for Critical Care: Observational Study
द्वारा: Janmajay Singh, और अन्य
प्रकाशित: (2021-12-01)

Methylation data imputation performances under different representations and missingness patterns
द्वारा: Pietro Di Lena, और अन्य
प्रकाशित: (2020-06-01)

Clustering Species With Residual Covariance Matrix in Joint Species Distribution Models
द्वारा: Daria Bystrova, और अन्य
प्रकाशित: (2021-03-01)

Pairwise covariance adds little to secondary structure prediction but improves the prediction of non-canonical local structure
द्वारा: Webb-Robertson Bobbie-Jo, और अन्य
प्रकाशित: (2008-10-01)

Clustering on hierarchical heterogeneous data with prior pairwise relationships
द्वारा: Wei Han, और अन्य
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Structure-enhanced pairwise feature learning for face clustering
द्वारा: Shaoying Li, और अन्य
प्रकाशित: (2023-03-01)

Emergence of social cluster by collective pairwise encounters in Drosophila
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प्रकाशित: (2020-01-01)

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प्रकाशित: (2023)

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