The classical optimal design methods have the capability of determining designs to achieve estimation or prediction efficiency in situations where the working model is correctly specified.
One key challenge with big-data is that it may not fit or cannot be processed in a single machine.A common approach to statistical learning in this setting is to randomly split the data among m machin
After reviewing quasi-stationary distributions for birth-death processes with infinity natural and entrance boundaries,we prove that there exists a unique quasi-stationary distribution for the minimal
In this presentation we investigated some properties related to multiple imputation,including: How to select variables included in the multiple imputation; Tipping point on multiple imputation using N
The current paradigm for disease risk prediction and association analysis is to use unstructured variables for classification and testing.Less attention has been paid to structured data.
Off the east coast of the Izu Peninsula in Japan is a submarine volcanic region.There earthquake swarms have been observed many times caused by magma intrusions.