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by Jonathan Raz, Bruce Turetsky
http://www.sph.umich.edu/~jonraz/fMRI/fdrfmri2.ps
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Abstract:
We propose Wavelet ANOVA, a simple general-purpose statistical method for analysis of signals and images. We emphasize the application of the method to functional magnetic resonance imaging (fMRI). Wavelet ANOVA combines the false discovery rate (FDR) approach to multiple comparisons with block wavelet thresholding and linear statistical models. We discuss the relationship of Wavelet ANOVA to a similar method of Ruttimann, et al. We illustrate the application of Wavelet ANOVA to analysis of an fMRI data set.
Citations
|
402
|
Controlling the false discovery rate: A practical and powerful approach to multiple testing
– Benjamini, Hochberg
- 1995
|
|
382
|
Ideal spatial adaptation by wavelet shrinkage
– Donoho, Johnstone
- 1994
|
|
350
|
Adapting to unknown smoothness via wavelet shrinkage
– Donoho, Johnstone
- 1995
|
|
135
|
Wavelet threshold estimators for data with correlated noise
– Johnstone, Silverman
- 1997
|
|
64
|
A three dimensional statistical analysis for CBF activation studies in human brain
– Worsley, Evans, et al.
- 1992
|
|
51
|
The Analysis of Variance
– Scheffé
- 1959
|
|
45
|
Analysis of fMRI time-series revisited - again. NeuroImage
– Worsley, Friston
- 1995
|
|
33
|
Comparing functional (PET) images: The assessment of significant change
– Friston, Frith, et al.
- 1991
|
|
32
|
Analysis of fMRI time-series revisited
– Friston, Holmes, et al.
- 1995
|
|
29
|
Adaptive wavelet estimation: a block thresholding and oracle inequality approach. The Annals of Statistics 27
– Cai
- 1999
|
|
15
|
Thresholding of wavelet coefficients as multiple hypothesis testing procedure
– Abramovich, Benjamini
- 1995
|
|
14
|
Linear and nonlinear models for the analysis of repeated measurements (New
– Vonesh, Chinchilli
- 1997
|
|
10
|
Statistical analysis of functional MRI data in the wavelet domain
– Ruttimann, Unser, et al.
- 1998
|
|
9
|
Effect of temporal autocorrelations due to physiological noise stimulus paradigm on voxel-level false positive rates in fMRI
– Purdon, Weisskoff
- 1998
|
|
3
|
A comparison of approaches to the statistical analysis of PET cognitive activation studies
– Arndt, Cizadlo, et al.
- 1996
|
|
2
|
Empirical analyses of BOLD fMRI statistics," Neuroimage 5
– Zarahn, Aguirre, et al.
- 1997
|
|
2
|
Inference for a Random Wavelet Packet Model of Single Channel Event-Related Potentials," submitted for publication
– Raz, Turetsky, et al.
- 1999
|
|
2
|
Linear models for event-related fmri time series with overlapping responses," tech. rep., www.sph.umich.edu/��jonraz/papers.html, in preparation
– Raz, Turetsky, et al.
|
|
1
|
Systems, MEDx Version 3.0 Multimodality Radiological Image Processing For Unix Workstations
– Sensor
- 1998
|