Speaker
Prof.
Keisuke Yano
(The Institute of Statistical Mathematics (ISM))
Description
We propose a method to construct a joint statistical model for mixed-domain data to analyze their dependence. The model is characterized by two orthogonal parameters: the dependence parameter and the marginal parameter. To estimate the dependence parameter, a conditional inference together with a sampling procedure is proposed and is shown to provide a consistent estimator. Illustrative examples of data analyses involving penguins and earthquakes are presented.
