'Parametric null distribution' presentation slideshows

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Massively Univariate Inference for fMRI

Massively Univariate Inference for fMRI

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777 views • 64 slides
Inference on SPMs: Random Field Theory & Alternatives

Inference on SPMs: Random Field Theory & Alternatives

Inference on SPMs: Random Field Theory & Alternatives. Thomas Nichols, Ph.D. Director, Modelling & Genetics GlaxoSmithKline Clinical Imaging Centre http://www.fmrib.ox.ac.uk/~nichols Zurich SPM Course Feb 12, 2009. image data. parameter estimates. design matrix. kernel.

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726 views • 62 slides
Inference on SPMs: Random Field Theory & Alternatives

Inference on SPMs: Random Field Theory & Alternatives

Inference on SPMs: Random Field Theory & Alternatives. Thomas Nichols, Ph.D. Director, Modelling & Genetics GlaxoSmithKline Clinical Imaging Centre http://www.fmrib.ox.ac.uk/~nichols Zurich SPM Course Feb 12, 2009. image data. parameter estimates. design matrix. kernel.

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628 views • 62 slides
Group Modeling for fMRI

Group Modeling for fMRI

Group Modeling for fMRI. Thomas Nichols, Ph.D. Assistant Professor Department of Biostatistics http://www.sph.umich.edu/~nichols IPAM MBI July 21, 2004. Overview. Mixed effects motivation Evaluating mixed effects methods Case Studies Summary statistic approach (HF) SPM2 FSL3

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677 views • 56 slides
Nonparametric Thresholding Methods (FWE inference w/ SnPM)

Nonparametric Thresholding Methods (FWE inference w/ SnPM)

Nonparametric Thresholding Methods (FWE inference w/ SnPM). Thomas Nichols, Ph.D. Assistant Professor Department of Biostatistics University of Michigan http://www.sph.umich.edu/~nichols SPM Course May 13, 2004. Overview. Multiple Comparisons Problem

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643 views • 47 slides
Nonparametric Thresholding Methods (FWE inference w/ SnPM)

Nonparametric Thresholding Methods (FWE inference w/ SnPM)

Nonparametric Thresholding Methods (FWE inference w/ SnPM). Thomas Nichols, Ph.D. Assistant Professor Department of Biostatistics University of Michigan http://www.sph.umich.edu/~nichols SPM Course May 13, 2004. Overview. Multiple Comparisons Problem

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493 views • 47 slides
Effect Estimation & Testing

Effect Estimation & Testing

Effect Estimation & Testing. Thomas Nichols, Ph.D. Assistant Professor Department of Biostatistics http://www.sph.umich.edu/~nichols fMRI Course OHBM 2004. Outline. Data Modeling General Linear Model GLM Issues Statistical Inference Statistic Images & Hypothesis Testing

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462 views • 38 slides

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