References

Some papers which are referred to in the tutorial:

  • Benjamini, Y., Hochberg, Y. 1995. Controlling the false discovery rate: A practical and powerful approach to multiple testing. Journal of the Royal Statistical Society, Ser. B, 57, 289–300.
  • Causeur, D., Chu, M.C., Hsieh, S., Sheu, C.F. 2012. A factor-adjusted multiple testing procedure for ERP data analysis. Behavior Research Methods, 44, 635–643.
  • Causeur, D., Friguet, C., Houée, M., Kloareg, M. 2011. Factor analysis for multiple testing (FAMT): an R package for large-scale significance testing under dependence. Journal of Statistical Software. 40(14), 1–19.
  • Friguet, C., Kloareg, M., Causeur, D. 2009. A factor model approach to multiple testing under dependence. Journal of the American Statistical Association, 104, 1406–1415.
  • Groppe, D. M., Urbach, T. P., Kutas, M. 2011. Mass univariate analysis of event-related brain potentials/fields: I. A critical tutorial review. Psychophysiology, 48, 17111725
  • Groppe, D. M., Urbach, T. P., Kutas, M. 2011. Mass univariate analysis of event-related brain potentials/fields: II. Simulation studies. Psychophysiology, 48, 17261737.
  • Guthrie, D., Buchwald, J.S. 1991. Significance testing of difference potentials. Psychophysiology, 28, 240–244.
  • Leek, J.T., Storey, J.D. 2008. A general framework for multiple testing dependence. Proceedings of the National Academy of Sciences of the United States of America, 105, 18718–18723.
  • Sun, Y., Zhang, N.R., Owen, A.B. 2012. Multiple hypothesis testing adjusted for latent variables, with an application to the AGEMAP gene expression data. The Annals of Applied Statistics, 6, no. 4, 1664–1688.
  • Sheu, C.-F., Perthame, E., Lee Y.-S. and Causeur, D. (2016). Accounting for time dependence in large-scale multiple testing of event-related potentials data. Annals of Applied Statistics. Vol. 10 (1). 219-245. (PDF)
  • van der Laan, M. J., Dudoit, S. 2007. Multiple Testing Procedures with Applications to Genomics. New York: Springer.
Advertisements

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s