Introducing multivator : A Multivariate Emulator

  • Hankin R
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A multivariate generalization of the emulator technique described by Hankin (2005) is presented in which random multivariate functions may be assessed. In the standard univariate case (Oakley 1999), a Gaussian process, a finite number of observations is made; here, observations of different types are considered. The technique has the property that marginal analysis (that is, considering only a single observation type) reduces exactly to the univariate theory. The associated software is used to analyze datasets from the field of climate change.




Hankin, R. K. S. (2015). Introducing multivator : A Multivariate Emulator . Journal of Statistical Software, 46(8).

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