Empirical and substantive models, the Bayesian paradigm, and meta- analysis in functional brain imaging

Human Brain Mapping

Volumn 5, Issue 4, 1997, Pages 259-263

  Lange, Nicholas ^a,b  

^a HARVARD MEDICAL SCHOOL   (United States)

^b MCLEAN HOSPITAL   (United States)

Author keywords

Combining P values; Convolution; Functional magnetic resonance imaging; Hemodynamic response function; Model comparison; Spatial smoothing; Statistics

Indexed keywords

BAYES THEOREM; BRAIN MAPPING; CONFERENCE PAPER; DIAGNOSTIC IMAGING; FOURIER ANALYSIS; META ANALYSIS; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL;

EID: 0030869349     PISSN: 10659471     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1097-0193(1997)5:4<259::AID-HBM10>3.0.CO;2-9     Document Type: Conference Paper

References (10)

1. Arbib MA (ed) (1988): "The Handbook of Brain Theory and Neural Networks," Cambridge, MA: MIT Press.
2. Begg CB, Berlin A (1988): Publication bias: A problem in interpreting medical data. J R Stat Soc [A] 151:419-463.
3. Fisher RA (1954): "Statistical Methods for Research Workers," 12th ed. Edinburgh: Oliver & Boyd.
4. Friedman JH (1994): In: Cherkassky V, Friedman JH, Weschler H (eds): "From Statistics to Neural Networks, Theory and Pattern Recognition Applications," Series F: Computer and Systems Sciences, Vol 136. NATO-PCO Database. Berlin: Springer-Verlag.
5. Friston KJ (1997): Talk at Brain Map '96, San Antonio, Texas. Hum Brain Mapping 5:243-248.
6. Friston KJ, Jezzard P, Turner R (1994): Analysis of functional MRI time series. Hum Brain Mapping 1:153-171.
7. Lange N, Zeger SL (1997): Non-linear Fourier time series analysis for human brain mapping by functional magnetic resonance imaging (with discussion). J R Stat Soc [C] 46.1-29.
8. Mountford C (1997): Discussion of a paper by Lange and Zeger. J R Stat Soc [C] 46:20-21.
9. Tibshirani R (1996): Regression shrinkage and selection via the lasso. J R Stat Soc [B] 1:267-288.
10. Wickmann T, DeLong MR (1993): Pathophysiology of Parkinsonian motor abnormalities. In. Narabayashi H, (eds): "Advances in Neurology, Parkinson's Disease: From Basic Research to Treatment" New York: Raven Press.