Caleb Weaver

Works (2)

Updated: July 5th, 2023 14:17

2022 article

Functional Data Analysis for Longitudinal Data with Informative Observation Times

Weaver, C., Xiao, L., & Lu, W. (2022, February 21). Biometrics, Vol. 3.

By: C. Weaver n , L. Xiao n  & W. Lu n 

author keywords: functional data analysis; informative observation times; longitudinal data; penalized splines
MeSH headings : Models, Statistical; Longitudinal Studies; Computer Simulation
topics (OpenAlex): Statistical Methods and Inference; Bayesian Methods and Mixture Models; Statistical Methods and Bayesian Inference
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Sources: ORCID, Web Of Science, NC State University Libraries
Added: February 22, 2022

2021 article

Single-index models with functional connectivity network predictors

Weaver, C., Xiao, L., & Lindquist, M. A. (2021, March 26). Biostatistics, Vol. 5.

By: C. Weaver n , L. Xiao n  & M. Lindquist*

author keywords: fMRI; Networks; Nonparametric regression; Penalized splines; Sparsity
MeSH headings : Humans; Nerve Net / diagnostic imaging; Nerve Net / physiology; Connectome / methods; Magnetic Resonance Imaging / methods; Brain / diagnostic imaging; Brain / physiology; Computer Simulation
topics (OpenAlex): Functional Brain Connectivity Studies; Neural dynamics and brain function; Mental Health Research Topics
TL;DR: A single-index model wherein response variables and sparse functional connectivity network valued predictors are linked by an unspecified smooth function in order to accommodate potentially nonlinear relationships is proposed. (via Semantic Scholar)
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Sources: ORCID, Web Of Science, NC State University Libraries
Added: July 5, 2021

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