fixed a bug in statistics
BF: defult z-values are now reosnable. An alternative would be to use Nans.
ENH: better documentation of the contrast function
BF: convert frametimes to array upon design matrix creation
ENH: Change the default for GLM specification: `ols` instead of `ar1`
BUG: adapt to numpy > 1.8

np.diag is not writeable in recent numpy versions
Merge pull request #303 from bthirion/glm_fixes

MRG: Glm fixes
Merge remote-tracking branch 'upstream/master'
implement memory friendly fitting on the simplex in cython
general simplex fitting to non-Euclidean stabilizer
add partial volume C routines
implement PartialVolumeEstimation and FuzzyCMean classes