Why not take the opportunity of getting to know ABC some more? Rasmus Bååth wrote a piece on Tiny Data and ABC which might suit your problem very well.
http://www.r-bloggers.com/tiny-data-approximate-bayesian-computation-and-the-socks-of-karl-broman/

Cheers
/Lars

On 2014-10-22 08:19, V. Coudrain wrote:
With such a small data set, why not simulate some data sets with > reasonable 
effect sizes and see how an analysis performs? Krzysztof
Dear Krzysztof,
It is good idea. Would you know some R functions thatis are well suited for 
this kind of simulations



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