Introduction to statistical modelling and inference [electronic resource] / Murray Aitkin, University of Melbourne, Australia.

"The complexity of large-scale data sets ("Big Data") has stimulated the development of advanced computational methods for analyzing them. There are two different kinds of methods to aid this. The model-based method uses probability models and likelihood and Bayesian theory, while the model-free met...

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