A new nonparametric approach for multiplicity control: Optimal Subset procedures

Computational Statistics

Volumn 20, Issue 4, 2006, Pages 643-654

  Finos, Livio ^a   Salmaso, Luigi ^a  

^a UNIVERSITY OF PADOVA   (Italy)

Author keywords

FDR; FWE; Multiple tests; Neuroimaging; Permutation tests; Stepwise regression

Indexed keywords

EID: 77952381162     PISSN: 09434062     EISSN: 16139658     Source Type: Journal    
DOI: 10.1007/BF02741320     Document Type: Article

References (12)

1. Benjamini, Y., Hochberg, Y. (1995). Controlling the false discovery rate: a new and powerful approach to multiple testing. Journal of the Royal Statistical Society, Series B, 57, 1289-1300.
2. Brook, R. J., Arnold, C. C. (1985). Applied regression analysis and experimental design. Marcel Dekker, New York.
3. Copas, J. B. (1983). Regression, prediction and shrinkage (with discussion). Journal o/the Royal Statistical Society, Series B, 45: 311-354.
4. Finos, L., Pesarin, F., Salmaso, L. (2003). Combined tests for controlling multiplicity by closed testing procedures. Italian Journal of Applied Statistics, 15, 301-329.
5. Fisher, R.A. (1955). Statistical methods and scientific inference. Edinburgh: Oliver & Boyd.
6. Freedman, L.S., Pee, D. and Midthune, D.N. (1992). The problem of underestimating the residual error variance in forward stepwise regression. The Statistician, 41,405-412.
7. Lubar, J. F., Congedo, M., Askew, J. H., 2003. Low-resolution electromagnetic tomography (LORETA) of cerebral activity in chronic depressive disorder. International Journal of Psychophysiology, 49(3), 175-85.
8. Holm S. (1979). A simple sequentially rejective multiple test procedure Scandinavian Journal of Statistics, 6, 65-70.
9. Marcus, R., Peritz, E. and Gabriel, K.R. (1976). On closed testing procedures with special reference to ordered analysis of variance. Biometrika, 63, 655-660.
10. Pascual-Marqui, R. D., 1999. Review of Methods for Solving the EEG Inverse Problem. International Journal of Bioelectromagnetism, 1 (1), 75-86.
11. Pesaxin, F. (2001). Multivariate permutation tests with application to biostatistics. Wiley, Chichester.
12. Sherlin, L., Congedo, M. (2003). Obsessive Compulsive Disorder localized using Low-Resolution Electromagnetic Tomography, 34th annual meeting of the Association for Applied Psychophysiology & Biofeedback, March 27-30, Jacksonville, FL, USA.