Cargando…

Combining distributed regression and propensity scores: a doubly privacy-protecting analytic method for multicenter research

PURPOSE: Sharing of detailed individual-level data continues to pose challenges in multi-center studies. This issue can be addressed in part by using analytic methods that require only summary-level information to perform the desired multivariable-adjusted analysis. We examined the feasibility and e...

Descripción completa

Detalles Bibliográficos
Autores principales:	Toh, Sengwee, Wellman, Robert, Coley, R Yates, Horgan, Casie, Sturtevant, Jessica, Moyneur, Erick, Janning, Cheri, Pardee, Roy, Coleman, Karen J, Arterburn, David, McTigue, Kathleen, Anau, Jane, Cook, Andrea J
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Dove Medical Press 2018
Materias:	Original Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6267363/ https://www.ncbi.nlm.nih.gov/pubmed/30568510 http://dx.doi.org/10.2147/CLEP.S178163

Ejemplares similares

Comparing the 5-Year Diabetes Outcomes of Sleeve Gastrectomy and Gastric Bypass: The National Patient-Centered Clinical Research Network (PCORNet) Bariatric Study
por: McTigue, Kathleen M., et al.
Publicado: (2020)

Comparative effectiveness of bariatric procedures among adolescents: the PCORnet bariatric study
por: Inge, Thomas H., et al.
Publicado: (2018)

The National Patient-Centered Clinical Research Network (PCORnet) Bariatric Study Cohort: Rationale, Methods, and Baseline Characteristics
por: Toh, Sengwee, et al.
Publicado: (2017)

Privacy-protecting multivariable-adjusted distributed regression analysis for multi-center pediatric study
por: Toh, Sengwee, et al.
Publicado: (2019)

Preoperative Depression Status and 5 Year Metabolic and Bariatric Surgery Outcomes in the PCORnet Bariatric Study Cohort
por: Coughlin, Janelle W., et al.
Publicado: (2023)

Privacy-protecting estimation of adjusted risk ratios using modified Poisson regression in multi-center studies
por: Shu, Di, et al.
Publicado: (2019)

Interventions and Operations after Bariatric Surgery in a Health Plan Research Network Cohort from the PCORnet, the National Patient-Centered Clinical Research Network
por: Ma, Qinli, et al.
Publicado: (2021)

Comparing Prescribing and Dispensing Data of the PCORnet Common Data Model Within PCORnet Antibiotics and Childhood Growth Study
por: Lin, Pi-I D., et al.
Publicado: (2019)

Consequences of Depletion of Susceptibles for Hazard Ratio Estimators Based on Propensity Scores
por: Fireman, Bruce, et al.
Publicado: (2020)

Potential Therapeutic Targets for PPARγ after Spinal Cord Injury
por: McTigue, Dana M.
Publicado: (2008)

Delayed short-term tamoxifen treatment does not promote remyelination or neuron sparing after spinal cord injury
por: Pukos, Nicole, et al.
Publicado: (2020)

The fate of proliferating cells in the injured adult spinal cord
por: McTigue, Dana M, et al.
Publicado: (2011)

Government Performance and Results
por: Ellig, Jerry, et al.
Publicado: (2016)

High‐dimensional propensity scores for empirical covariate selection in secondary database studies: Planning, implementation, and reporting
por: Rassen, Jeremy A., et al.
Publicado: (2022)

Equine Anthelmintic Resistance: Horse Owner and Yard Manager Perception of the Barriers Affecting Strategic Control Measures in England
por: McTigue, Faye E., et al.
Publicado: (2022)

Characterization of bariatric surgery and outcomes using administrative claims data in the research network of a nationwide commercial health plan
por: Ma, Qinli, et al.
Publicado: (2021)

External control arm analysis: an evaluation of propensity score approaches, G-computation, and doubly debiased machine learning
por: Loiseau, Nicolas, et al.
Publicado: (2022)

Automatable Distributed Regression Analysis of Vertically Partitioned Data Facilitated by PopMedNet: Feasibility and Enhancement Study
por: Her, Qoua, et al.
Publicado: (2021)

Doubly charmed baryons
por: Traill, Murdo Thomas
Publicado: (2019)

Doubly Charmed Baryons
por: Cooper, P
Publicado: (2004)

PPAR agonists as therapeutics for CNS trauma and neurological diseases
por: Mandrekar-Colucci, Shweta, et al.
Publicado: (2013)

Biotic and abiotic controls on co-occurring nitrogen cycling processes in shallow Arctic shelf sediments
por: McTigue, N. D., et al.
Publicado: (2016)

Assessing Writing Motivation: a Systematic Review of K-5 Students' Self-Reports
por: Alves-Wold, Aline, et al.
Publicado: (2023)

Privacy-preserving logistic regression training
por: Bonte, Charlotte, et al.
Publicado: (2018)

Semiparametric regression analysis of doubly-censored data with applications to incubation period estimation
por: Wong, Kin Yau, et al.
Publicado: (2022)

Doubly classified model with R
por: Tan, Teck Kiang
Publicado: (2017)

Doubly heavy barions at LHCb
por: Xu, Menglin
Publicado: (2019)

Discovery of doubly magic nickel
Publicado: (2000)

Doubly stochastic Poisson processes
por: Grandell, Jan
Publicado: (1976)

Discovery of doubly magic nickel
por: CERN. Geneva
Publicado: (2000)

Doubly Charmed Baryons in COMPASS
por: Schmitt, L., et al.
Publicado: (2003)

Phenomenology of Doubly Special Relativity
por: Amelino-Camelia, G, et al.
Publicado: (2003)

Measurements with doubly-charmed hadrons
por: Evangelho Vieira, Daniel
Publicado: (2018)

Doubly heavy baryons at LHCb
por: Li, Shiyang
Publicado: (2021)

Doubly charmed tetraquark at LHCb
por: Mikhasenko, Mikhail
Publicado: (2022)

Doubly charmed baryons at LHCb
por: Gershon, Timothy
Publicado: (2022)

PhAT: A flexible open-source GUI-driven toolkit for photometry analysis
por: Murphy, Kathleen Z., et al.
Publicado: (2023)

Risk of pre-eclampsia in first and subsequent pregnancies: prospective cohort study
por: Hernández-Díaz, Sonia, et al.
Publicado: (2009)

Privacy-preserving logistic regression with secret sharing
por: Ghavamipour, Ali Reza, et al.
Publicado: (2022)

Online Lifestyle Modification Intervention: Survey of Primary Care Providers’ Attitudes and Views
por: Hanna, Reem M, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_khhpc2tc1nkisa8rvf20n4gbtl