BIRS Workshop Lecture Videos
On Combination of Inferences After Split-and-Conquer Xie, Min-ge
This talk will give an overview of scientific methods that are used for combining estimations or inferences from different data (or subsets of data). It will discuss pros and cons of different methodologies that are commonly used in scientific research. It will stress the use of 'distribution estimators' to combining inferences and provide a `unified' angle to view both Bayesian and frequentist approaches. It will also provide examples to illustrate some pitfalls of some well-known approaches.
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