Cargando…

Efficient two-step multivariate random effects meta-analysis of individual participant data for longitudinal clinical trials using mixed effects models

BACKGROUND: Mixed effects models have been widely applied in clinical trials that involve longitudinal repeated measurements, which possibly contain missing outcome data. In meta-analysis of individual participant data (IPD) based on these longitudinal studies, joint synthesis of the regression coef...

Descripción completa

Detalles Bibliográficos
Autores principales:	Noma, Hisashi, Maruo, Kazushi, Gosho, Masahiko, Levine, Stephen Z., Goldberg, Yair, Leucht, Stefan, Furukawa, Toshi A.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2019
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6376708/ https://www.ncbi.nlm.nih.gov/pubmed/30764757 http://dx.doi.org/10.1186/s12874-019-0676-1

Ejemplares similares

Re-evaluation of the comparative effectiveness of bootstrap-based optimism correction methods in the development of multivariable clinical prediction models
por: Iba, Katsuhiro, et al.
Publicado: (2021)

SignalDetDDI: An SAS macro for detecting adverse drug-drug interactions in spontaneous reporting systems
por: Gosho, Masahiko, et al.
Publicado: (2018)

Assessment of Hazard Ratios in Oncology Clinical Trials Terminated Early for Superiority: A Systematic Review
por: Shimura, Masashi, et al.
Publicado: (2020)

Publisher Correction: “Bias in odds ratios from logistic regression methods with sparse data sets”
por: Gosho, Masahiko, et al.
Publicado: (2023)

Bias in Odds Ratios From Logistic Regression Methods With Sparse Data Sets
por: Gosho, Masahiko, et al.
Publicado: (2023)

Meta-analysis Using Flexible Random-effects Distribution Models
por: Noma, Hisashi, et al.
Publicado: (2022)

Quantifying the heterogeneity of cognitive functioning in Alzheimer’s disease to extend the placebo-treatment dichotomy: Latent class analysis of individual-participant data from five pivotal randomized clinical trials of donepezil
por: Levine, Stephen Z., et al.
Publicado: (2021)

Using the contribution matrix to evaluate complex study limitations in a network meta-analysis: a case study of bipolar maintenance pharmacotherapy review
por: Furukawa, Toshi A., et al.
Publicado: (2016)

Psychotic relapse in people with schizophrenia within 12 months of discharge from acute inpatient care: protocol for development and validation of a prediction model based on a retrospective cohort study in three psychiatric hospitals in Japan
por: Sato, Akira, et al.
Publicado: (2022)

Development and validation of a prediction model for rehospitalization among people with schizophrenia discharged from acute inpatient care
por: Sato, Akira, et al.
Publicado: (2023)

The effects of psychotherapies for depression on response, remission, reliable change, and deterioration: A meta‐analysis
por: Cuijpers, Pim, et al.
Publicado: (2021)

How to Obtain NNT from Cohen's d: Comparison of Two Methods
por: Furukawa, Toshi A., et al.
Publicado: (2011)

Analysis of multivariate longitudinal substance use outcomes using multivariate mixed cumulative logit model
por: Lin, Xiaolei, et al.
Publicado: (2021)

The effects of psychological treatments of depression in children and adolescents on response, reliable change, and deterioration: a systematic review and meta-analysis
por: Cuijpers, Pim, et al.
Publicado: (2021)

Multivariate meta-analysis using individual participant data
por: Riley, R. D., et al.
Publicado: (2014)

Mixed partisan households and electoral participation in the United States
por: Hersh, Eitan, et al.
Publicado: (2018)

Penalized multivariate linear mixed model for longitudinal genome-wide association studies
por: Liu, Jin, et al.
Publicado: (2014)

An efficient way to assess the effect of COVID-19 on mental health in the general population
por: Salanti, Georgia, et al.
Publicado: (2021)

Multivariate sib-pair linkage analysis of longitudinal phenotypes by three step-wise analysis approaches
por: Guo, Zheng, et al.
Publicado: (2003)

An additive effect of leading role in the organization between social participation and dementia onset among Japanese older adults: the AGES cohort study
por: Nemoto, Yuta, et al.
Publicado: (2017)

Analysis of multivariate longitudinal kidney function outcomes using generalized linear mixed models
por: Jaffa, Miran A, et al.
Publicado: (2015)

Prediction Models for Impending Death Using Physical Signs and Vital Signs in Noncancer Patients: A Prospective Longitudinal Observational Study
por: Hosoi, Takahiro, et al.
Publicado: (2021)

Effect size quantification for interrupted time series analysis: implementation in R and analysis for Covid-19 research
por: Travis-Lumer, Yael, et al.
Publicado: (2022)

A step-by-step approach to using SAS for univariate & multivariate statistics
por: O'Rourke, Norm, et al.
Publicado: (2005)

Individual participant data meta-analysis with mixed-effects transformation models
por: Tamási, Bálint, et al.
Publicado: (2021)

Proportion attributable to contextual effects in general medicine: a meta-epidemiological study based on Cochrane reviews
por: Tsutsumi, Yusuke, et al.
Publicado: (2023)

A random effects meta-analysis model with Box-Cox transformation
por: Yamaguchi, Yusuke, et al.
Publicado: (2017)

Longitudinal analysis of risk factors for dementia based on Mild Cognitive Impairment Screen results and questionnaire responses from healthy Japanese individuals registered in an online database
por: Ogawa, Masayo, et al.
Publicado: (2019)

Predicting the treatment response of certolizumab for individual adult patients with rheumatoid arthritis: protocol for an individual participant data meta-analysis
por: Luo, Yan, et al.
Publicado: (2020)

Constrained multivariate association with longitudinal phenotypes
por: Melton, Phillip E., et al.
Publicado: (2016)

Decomposition of multivariate function using the Heaviside step function
por: Chikayama, Eisuke
Publicado: (2014)

Do the Impacts of Mentally Active and Passive Sedentary Behavior on Dementia Incidence Differ by Physical Activity Level? A 5-year Longitudinal Study
por: Nemoto, Yuta, et al.
Publicado: (2023)

Linear mixed-effects models using R: a step-by-step approach
por: Gałecki, Andrzej, et al.
Publicado: (2013)

Optimal dose of selective serotonin reuptake inhibitors, venlafaxine, and mirtazapine in major depression: a systematic review and dose-response meta-analysis
por: Furukawa, Toshi A, et al.
Publicado: (2019)

Estimating Patient-Specific Relative Benefit of Adding Biologics to Conventional Rheumatoid Arthritis Treatment: An Individual Participant Data Meta-Analysis
por: Luo, Yan, et al.
Publicado: (2023)

STEP EXECUTION TIME: EXAMINING ITS RELIABILITY AND ASSOCIATION WITH PARTICIPATION IN OLDER ADULTS
por: Tiernan, Chad, et al.
Publicado: (2022)

Multivariate Generalized Linear Mixed-Effects Models for the Analysis of Clinical Trial–Based Cost-Effectiveness Data
por: Achana, Felix, et al.
Publicado: (2021)

Effects of an unsupervised Nordic walking intervention on cognitive and physical function among older women engaging in volunteer activity
por: Nemoto, Yuta, et al.
Publicado: (2021)

Effects of Image Processing Using Honeycomb-Removal and Image-Sharpening Algorithms on Visibility of 27-Gauge Endoscopic Vitrectomy
por: Tasaki, Kuniharu, et al.
Publicado: (2022)

Effect of Transcranial Direct Current Stimulation on Functional Capacity in Schizophrenia: A Study Protocol for a Randomized Controlled Trial
por: Narita, Zui, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_am3iqk4jlt7pfusrgdn5f16jcm