Dear Mauro,
The main new things are descriptions of
1. Dynamic Causal Modelling
2. Methods for M/EEG analysis
3. Bayesian Inference
Think of it as a companion to SPM5, whereas HBF2 was for SPM2.
Am attaching contents FYI.
Best,
Will.
-------------------------------------------
INTRODUCTION
A short history of SPM.
Statistical parametric mapping.
Modelling brain responses.
SECTION 1: COMPUTATIONAL ANATOMY
Rigid-body Registration.
Nonlinear Registration.
Segmentation.
Voxel-based Morphometry.
SECTION 2: GENERAL LINEAR MODELS
The General Linear Model.
Contrasts & Classical Inference.
Covariance Components.
Hierarchical models.
Random Effects Analysis.
Analysis of variance.
Convolution models for fMRI.
Efficient Experimental Design for fMRI.
Hierarchical models for EEG/MEG.
SECTION 3: CLASSICAL INFERENCE
Parametric procedures for imaging.
Random Field Theory & inference.
Topological Inference.
False discovery rate procedures.
Non-parametric procedures.
SECTION 4: BAYESIAN INFERENCE
Empirical Bayes & hierarchical models.
Posterior probability maps.
Variational Bayes.
Spatiotemporal models for fMRI.
Spatiotemporal models for EEG.
SECTION 5: BIOPHYSICAL MODELS
Forward models for fMRI.
Forward models for EEG and MEG.
Bayesian inversion of EEG models.
Bayesian inversion for induced responses.
Neuronal models of ensemble dynamics.
Neuronal models of energetics.
Neuronal models of EEG and MEG.
Bayesian inversion of dynamic models
Bayesian model selection & averaging.
SECTION 6: CONNECTIVITY
Functional integration.
Functional Connectivity.
Effective Connectivity.
Nonlinear coupling and Kernels.
Multivariate autoregressive models.
Dynamic Causal Models for fMRI.
Dynamic Causal Models for EEG.
Dynamic Causal Models & Bayesian selection.
APPENDICES
Linear models and inference.
Dynamical systems.
Expectation maximisation.
Variational Bayes under the Laplace approximation.
Kalman Filtering.
Random Field Theory.
PESENTI Mauro wrote:
> LLN, le 24/04/07
>
> Dear Will and other SPM authors,
>
> Thank you for your efforts to make SPM accessible to our community.
> Could you just tell me/us how different from "Human Brain Function 2d
> ed. (Part 2: methods & stat)" this book is?
>
> Yours,
>
> Mauro
>
>
>> Dear all,
>>
>> As many of you are aware, a new SPM book has been published recently.
>>
>> Our publishers, Elsevier, would like us to make the following
>> announcement:
>>
>> SPM subscribers receive 20% off the price of "Statistical Parametric
>> Mapping: The Analysis of Functional Brain Images" when you order online
>> via books.elsevier.com. Please enter offer code 89660 when placing your
>> order.
>>
>> Here's the url:
>>
>> http://books.elsevier.com/neuro/?isbn=9780123725608&srccode=89660
>>
>> See also http://www.fil.ion.ucl.ac.uk/spm/ (Latest News).
>>
>> Best,
>>
>> Will.
>>
>> --
>> William D. Penny
>
>
>
--
William D. Penny
Wellcome Department of Imaging Neuroscience
University College London
12 Queen Square
London WC1N 3BG
Tel: 020 7833 7475
FAX: 020 7813 1420
Email: [log in to unmask]
URL: http://www.fil.ion.ucl.ac.uk/~wpenny/
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