Efficient modeling and inference for event-related fMRI data

DOI10.1016/j.csda.2008.03.033zbMath1452.62863OpenAlexW2040363881MaRDI QIDQ1023849

Yuefeng Lu, Chunming Zhang, Tom Johnstone, Richard J. Davidson, Terry Oakes

Publication date: 16 June 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2008.03.033

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Functional data analysis (62R10) Applications of statistics to biology and medical sciences; meta analysis (62P10) Biomedical imaging and signal processing (92C55)

Related Items (5)

Varying-coefficient functional linear regression ⋮ Semiparametric detection of significant activation for brain fMRI ⋮ Editorial: Computational statistics within clinical research ⋮ Statistical inference of minimum BD estimators and classifiers for varying-dimensional models ⋮ Efficient modeling and inference for event-related fMRI data

Uses Software

• AFNI
• FSL
• FMRISTAT

Cites Work

• Unnamed Item
• Efficient modeling and inference for event-related fMRI data
• Generalized likelihood ratio statistics and Wilks phenomenon
• Semiparametric Bayesian models for human brain mapping
• Non-linear Fourier Time Series Analysis for Human Brain Mapping by Functional Magnetic Resonance Imaging
• Calibrating the Degrees of Freedom for Automatic Data Smoothing and Effective Curve Checking
• A Reexamination of Diffusion Estimators With Applications to Financial Model Validation
• False Discovery Control for Random Fields
• Controlling the familywise error rate in functional neuroimaging: a comparative review
• Asymptotic Normality of Sample Quantiles for $m$-Dependent Processes

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