ABSTRACT

Researchers in diverse areas such as climatology, ecology, environmental health, and real estate marketing are increasingly faced with the task of analyzing data that are:

• highly multivariate, with many important predictors and response variables, • geographically referenced, and often presented as maps, and • temporally correlated, as in longitudinal or other time series structures.