Can all statistical algorithms be parallelized using a Map Reduce framework
Indeed there are:


Gradient Boosting is by construction sequential, so parallelization is not really possible


Generalized Linear Models need all data at the same time, although technically you can parallelize some of the inner linear algebra nuts and bolts
Support Vector Machines