ArticleJournal of the American Statistical Association2014
Variable-Domain Functional Regression for Modeling ICU Data.
Article in Journal of the American Statistical Association, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
9 citing papers in PubMed, 43 citations in OpenAlex.
- Modeling Physical Activity Profiles in COPD Patients: A Basis Expansion Approach to Variable Domain Functional Regression Models.Biometrical journal. Biometrische Zeitschrift · 2026Article
- Effectiveness of Transcutaneous Neuromodulation on Abductor Muscles Electrical Activity in Subjects with Chronic Low Back Pain: A Randomized, Controlled, Crossover Clinical Trial.Journal of pain research · 2023Article
- Robust Inference for Partially Observed Functional Response Data.Statistica Sinica · 2022Article
- Modeling continuous glucose monitoring (CGM) data during sleep.Biostatistics (Oxford, England) · 2022Article
- Mean and Covariance Estimation for Functional Snippets.Journal of the American Statistical Association · 2022Article
- A joint logistic regression and covariate-adjusted continuous-time Markov chain model.Statistics in medicine · 2017Article
- Autoregressive and cross-lagged model for bivariate non-commensurate outcomes.Statistics in medicine · 2017Article
- Article
- Cox Regression Models with Functional Covariates for Survival Data.Statistical modelling · 2015Article
Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
We introduce a class of scalar-on-function regression models with subject-specific functional predictor domains. The fundamental idea is to consider a bivariate functional parameter that depends both on the functional argument and on the width of the functional predictor domain. Both parametric and nonparametric models are introduced to fit the functional coefficient. The nonparametric model is theoretically and practically invariant to functional support transformation, or support registration. Methods were motivated by and applied to a study of association between daily measures of the Intensive Care Unit (ICU) Sequential Organ Failure Assessment (SOFA) score and two outcomes: in-hospital mortality, and physical impairment at hospital discharge among survivors. Methods are generally applicable to a large number of new studies that record a continuous variables over unequal domains.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.