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The statistical analysis of fMRI data using FMRISTAT and MINC
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... of Mathematics and Statistics, McConnell Brain Imaging Centre, McGill University ... c:/keith/fMRI/manou/cbf non kin/bach allan -h1 tal 200008161003.mnc, ...
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Title: Slide 1 Author: Keith Worsley Last modified by: test Created Date: 6/9/2005 6:01:08 PM Document presentation format: On-screen Show Company
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Title: Original Delayed Response Model Author: oury Last modified by: Oury Created Date: 5/20/1999 12:41:19 PM Document presentation format: 35mm Slides
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The statistical analysis of fMRI data
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... the expected proportion of false positives amongst the discoveries, whereas. Bonferroni / random field theory controls the probability of any false positives ...
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Correlation random fields, brain connectivity, and cosmology Keith Worsley Department of Mathematics and Statistics, and McConnell Brain Imaging Centre,
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Statistical analysis of fMRI data
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Fig. 1. Results of Experiment 1. (a) the raw classification images, (b) the ... Evidence for greater %BOLD response for different sentences (0.5 0.1 ...
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applied to activation detection. Keith Worsley12, Chuanhong Liao1, John Aston123, ... Basic idea: increase df by spatial smoothing (local pooling) of the sd. ...
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1Department of Mathematics and Statistics, McGill University, ... AR / ARMA / state space models? Linear / non-linear time series model? ...
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1Department of Mathematics and Statistics, McGill University, ... 6Cuban Neuroscience Centre. 0. 50. 100. 150. 200. 250. 300. 350. 400. 920. 940. 960. fMRI data ...
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Statistical analysis of fMRI data, bubbles data, and the connectivity between the two
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1Department of Mathematics and Statistics, McGill University, ... Convolve bases with the stimulus, then add to the linear model. basis1. basis2. HRF. shift ...
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Department of Mathematics and Statistics, McGill University and ... A continuity correction based on a Taylor series expansion of the bias in terms ...
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Novel Tools for Functional Magnetic Resonance Image Analysis Development and Implementation in the S
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1. Data Modeling. General Linear Model & Statistical ... GLM, estimate betas. Write b for estimate of. But usually not interested in all betas. Recall is ...
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... the betas are ... covariance matrix V is also unknown, and depends on betas. ... can be used to iteratively provide estimates of the betas and ReML variances ...
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Notation: rk = correlation at time lag #k for k =1, 2, ... , N-1 ... parameter b = affects correlation at lag 1 (r1): 1 b 1 ...
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... studies tended to use the 'Super subject' approach, ignoring that different ... Mixed-effects models take into consideration the fact that the individual ...
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Basic Premise ... Data, computer programs, whatever should be there. 10 ... complete with source code, under the terms of the GNU General Public License] ...
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3. Modeling aliased physiological noise ... Investigation into resting state connectivity using Independent component analysis ...
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