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Power, positive predictive value, and sample size calculations for random field theory-based fMRI inference

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Outgoing claims: the papers this work cites, builds on, or argues with.

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A unified statistical approach for determining significant signals in images of cerebral activation
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Analysis of family‐wise error rates in statistical parametric mapping using random field theory
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Cluster failure revisited: Impact of first level design and physiological noise on cluster false positive rates
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Statistical parametric maps in functional imaging: A general linear approach
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Detecting Activations in PET and fMRI: Levels of Inference and Power
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Testing Statistical Hypotheses
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The Gaussian Kinematic Formula
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Development of PowerMap: a Software Package for Statistical Power Calculation in Neuroimaging Studies
inferredcites →https://doi.org/10.1016/j.neuroimage.2007.06.009openalex-snapshot
Power and sample size calculation for neuroimaging studies by non-central random field theory
inferredcites →https://doi.org/10.1016/j.neuroimage.2007.07.061openalex-snapshot
Power calculation for group fMRI studies accounting for arbitrary design and temporal autocorrelation
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The general linear model and fMRI: Does love last forever?
inferredcites →https://doi.org/10.1016/j.neuroimage.2012.04.014openalex-snapshot
Multiple testing corrections, nonparametric methods, and random field theory
inferredcites →https://doi.org/10.1016/j.neuroimage.2012.04.018openalex-snapshot
Ten ironic rules for non-statistical reviewers
inferredcites →https://doi.org/10.1016/j.neuroimage.2012.07.004openalex-snapshot
The secret lives of experiments: Methods reporting in the fMRI literature
inferredcites →https://doi.org/10.1016/j.neuroimage.2013.02.056openalex-snapshot
Ironing out the statistical wrinkles in “ten ironic rules”
inferredcites →https://doi.org/10.1016/j.neuroimage.2013.05.041openalex-snapshot
The WU-Minn Human Connectome Project: An overview
inferredcites →https://doi.org/10.1016/j.neuroimage.2013.08.012openalex-snapshot
A systematic review of the reporting of sample size calculations and corresponding data components in observational functional magnetic resonance imaging studies
inferredcites →https://doi.org/10.1016/j.neuroimage.2013.12.058openalex-snapshot
Cluster-extent based thresholding in fMRI analyses: Pitfalls and recommendations
inferredcites →https://doi.org/10.1016/s0165-0270(02)00121-8openalex-snapshot
Estimating sample size in functional MRI (fMRI) neuroimaging studies: Statistical power analyses
inferredcites →https://doi.org/10.1017/s0001867800025970openalex-snapshot
Local Maxima and the Expected Euler Characteristic of Excursion Sets of χ 2, F and t Fields
inferredcites →https://doi.org/10.1038/jcbfm.1991.122openalex-snapshot
Comparing Functional (PET) Images: The Assessment of Significant Change
inferredcites →https://doi.org/10.1038/jcbfm.1992.127openalex-snapshot
A Three-Dimensional Statistical Analysis for CBF Activation Studies in Human Brain
inferredcites →https://doi.org/10.1038/nn.4499openalex-snapshot
Computational approaches to fMRI analysis
inferredcites →https://doi.org/10.1038/nn.4500openalex-snapshot
Best practices in data analysis and sharing in neuroimaging using MRI
inferredcites →https://doi.org/10.1038/nrn.2016.167openalex-snapshot
Scanning the horizon: towards transparent and reproducible neuroimaging research
inferredcites →https://doi.org/10.1038/nrn3475openalex-snapshot
Power failure: why small sample size undermines the reliability of neuroscience
inferredcites →https://doi.org/10.1038/s42003-018-0073-zopenalex-snapshot
Small sample sizes reduce the replicability of task-based fMRI studies
inferredcites →https://doi.org/10.1073/pnas.1602413113openalex-snapshot
Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates
inferredcites →https://doi.org/10.1080/00031305.2018.1529622openalex-snapshot
The False Positive Risk: A Proposal Concerning What to Do About p -Values
inferredcites →https://doi.org/10.1080/00031305.2019.1583913openalex-snapshot
Moving to a World Beyond “ p < 0.05”
inferredcites →https://doi.org/10.1080/09332480.2005.10722754openalex-snapshot
Why Most Published Research Findings Are False
inferredcites →https://doi.org/10.1093/jnci/djh075openalex-snapshot
Assessing the Probability That a Positive Report is False: An Approach for Molecular Epidemiology Studies
inferredcites →https://doi.org/10.1098/rsos.171085openalex-snapshot
The reproducibility of research and the misinterpretation of p -values
inferredcites →https://doi.org/10.1098/rsta.1933.0009openalex-snapshot
IX. On the problem of the most efficient tests of statistical hypotheses
inferredcites →https://doi.org/10.1101/049429openalex-snapshot
Power and sample size calculations for fMRI studies based on the prevalence of active peaks
inferredcites →https://doi.org/10.1101/253047openalex-snapshot
A perceptual decision making EEG/fMRI data set
inferredcites →https://doi.org/10.1101/295048openalex-snapshot
Effect Size and Power in fMRI Group Analysis
inferredcites →https://doi.org/10.1111/j.1745-6924.2009.01125.xopenalex-snapshot
Puzzlingly High Correlations in fMRI Studies of Emotion, Personality, and Social Cognition
inferredcites →https://doi.org/10.1198/016214507000000815openalex-snapshot
Detecting Sparse Signals in Random Fields, With an Application to Brain Mapping
inferredcites →https://doi.org/10.1214/009117905000000594openalex-snapshot
A Gaussian kinematic formula
inferredcites →https://doi.org/10.1214/aoms/1177728912openalex-snapshot
Simultaneous Confidence Interval Estimation
inferredcites →https://doi.org/10.1214/aoms/1177729029openalex-snapshot
On a Heuristic Method of Test Construction and its use in Multivariate Analysis
inferredcites →https://doi.org/10.1214/ss/1056397487openalex-snapshot
Multiple Hypothesis Testing in Microarray Experiments
inferredcites →https://doi.org/10.1239/aap/1029955192openalex-snapshot
The size of the connected components of excursion sets of χ2, t and F fields
inferredcites →https://doi.org/10.1371/journal.pbio.2000797openalex-snapshot
Empirical assessment of published effect sizes and power in the recent cognitive neuroscience and psychology literature
inferredcites →https://doi.org/10.1371/journal.pmed.0020124openalex-snapshot
Why Most Published Research Findings Are False
inferredcites →https://doi.org/10.1371/journal.pone.0033896openalex-snapshot
EEG-fMRI Based Information Theoretic Characterization of the Human Perceptual Decision System
inferredcites →https://doi.org/10.1371/journal.pone.0184923openalex-snapshot
The relation between statistical power and inference in fMRI
inferredcites →https://doi.org/10.1371/journal.pone.0200562openalex-snapshot
Data management and sharing in neuroimaging: Practices and perceptions of MRI researchers
inferredcites →https://doi.org/10.1525/9780520339897-008openalex-snapshot
ON THE PROBLEM OF THE MOST EFFICIENT TESTS OF STATISTICAL HYPOTHESES
inferredcites →https://doi.org/10.17605/osf.io/3dx9wopenalex-snapshot
Random field theory-based p-values: A review of the SPM implementation
inferredcites →https://doi.org/10.2307/1427576openalex-snapshot
Local Maxima and the Expected Euler Characteristic of Excursion Sets of χ 2, F and t Fields
inferredcites →https://doi.org/10.2307/2287334openalex-snapshot
The Geometry of Random Fields.
inferredcites →https://doi.org/10.2307/2533292openalex-snapshot
Continuous Univariate Distributions.Vol. 1
inferredcites →https://doi.org/10.2307/2982206openalex-snapshot
Testing Statistical Hypotheses.
inferredcites →https://doi.org/10.3389/fnhum.2018.00016openalex-snapshot
An Updated Survey on Statistical Thresholding and Sample Size of fMRI Studies
inferredcites →https://doi.org/10.3389/fninf.2015.00008openalex-snapshot
NeuroVault.org: a web-based repository for collecting and sharing unthresholded statistical maps of the human brain
inferredcites →https://doi.org/10.5662/wjm.v7.i4.112openalex-snapshot
Predictive power of statistical significance

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1016/j.neuroimage.2019.116097openalex-snapshot
Bayesian modeling of temporal expectations in the human brain
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117146openalex-snapshot
Intraparietal sulcus maintains working memory representations of somatosensory categories in an adaptive, context-dependent manner
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2021.118786openalex-snapshot
Hyperbolic trade-off: The importance of balancing trial and subject sample sizes in neuroimaging
inferred← citeshttps://doi.org/10.1523/eneuro.0090-19.2019openalex-snapshot
Parametric Representation of Tactile Numerosity in Working Memory
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