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By members and collaborators of the Functional Imaging Laboratory


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Publications about 'PPM'

Articles in journal, book chapters

  1. G. Flandin and W.D. Penny. Bayesian fMRI data analysis with sparse spatial basis function priors. NeuroImage, 34(3):1108-1125, 2007. [PDF] [doi:10.1016/j.neuroimage.2006.10.005] Keyword(s): PPM, Bayesian, fMRI, GLM, spatial, hierarchical. [bibtex-entry]


  2. W.D. Penny, G. Flandin, and N. Trujillo-Bareto. Bayesian Comparison of Spatially Regularised General Linear Models. Human Brain Mapping, 28:275-293, 2005. [PDF] [doi:doi:10.1002/hbm.20327] Keyword(s): Bayesian, fMRI, PPM, GLM. [bibtex-entry]


  3. K.J. Friston and W.D. Penny. Posterior probability maps and SPMs. NeuroImage, 19(3):1240-1249, 2003. [PDF] Keyword(s): Bayesian, hierarchical, PPM, EM. [bibtex-entry]


  4. W.D. Penny, S.J. Kiebel, and K.J. Friston. Variational Bayesian Inference for fMRI time series. NeuroImage, 19(3):727-741, 2003. [PDF] Keyword(s): autocorrelation, Bayesian, fMRI, PPM. [bibtex-entry]


  5. W.D. Penny and K.J. Friston. Classical and Bayesian inference. In R.S.J. Frackowiak, K.J. Friston, C. Frith, R. Dolan, K.J. Friston, C.J. Price, S. Zeki, J. Ashburner, and W.D. Penny, editors, Human Brain Function. Academic Press, 2nd edition, 2003. [PDF] Keyword(s): Bayesian, fMRI, hierarchical, nonsphericity, PPM, REML. [bibtex-entry]


  6. K.J. Friston, D.E. Glaser, R.N.A. Henson, S.J. Kiebel, C. Phillips, and J. Ashburner. Classical and Bayesian Inference in Neuroimaging: Applications. NeuroImage, 16:484-512, 2002. [PDF] Keyword(s): Bayesian, fMRI, PPM. [bibtex-entry]


  7. K.J. Friston, W.D. Penny, C. Phillips, S.J. Kiebel, G. Hinton, and J. Ashburner. Classical and Bayesian Inference in Neuroimaging: Theory. NeuroImage, 16:465-483, 2002. [PDF] Keyword(s): Bayesian, PPM, EM, REML. [bibtex-entry]


Conference articles

  1. W.D. Penny and G. Flandin. Bayesian analysis of fMRI data with spatial priors. In Proceedings of the Joint Statistical Meeting (JSM), Section on Statistical Graphics [CDROM], 2005. Note: Alexandria, VA: American Statistical Association.[PDF] Keyword(s): PPM, Bayesian, fMRI. [bibtex-entry]


  2. K.J. Friston and W.D. Penny. Bayesian Inference and Posterior Probability Maps. In Proceedings of the 9th International Conference on Neural Information Processing (ICONIP'02), pages 413-417, 2002. Keyword(s): PPM. [bibtex-entry]


Internal reports

  1. W.D. Penny and G. Flandin. Bayesian analysis of single-subject fMRI: SPM implementation. Technical report, Wellcome Department of Imaging Neuroscience, 2005. [PDF] Keyword(s): PPM, Bayesian, fMRI. [bibtex-entry]



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Last modified: Wed Nov 22 15:33:42 2023
Author: spm.

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