- About DI
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Design Interface ... DI
DI contains graphical and interactive tools for evaluating and
modifying spatial designs. This current development version is
targeted to support the EPA
in determining the sensitivity and coverage of air quality monitoring
networks for different pollutants.
DI is written in the S language with S-PLUS® GUI extensions
and currently runs on S-PLUS for Windows. It includes "point and
click" based functions for easy use but also supports more deliberate
spatial analysis through a suite of traditional S functions from
the package Fields.
A screenshot of the DI environment
DI is a library of functions and datasets. Some of these functions
create the GUI boxes used to setup plots while others compute the
necessary statistics. Part of DI's usefulness is that an
experienced S-PLUS user can do some spatial analysis using
command-line functions and then present the final results using the
DI GUI functions. At the lowest conceptual level, DI manipulates
two kinds of objects: a
covariance object and a network object.
Briefly, the covariance object is used to define a spatial
dependencies for a given set of observations. At a minimum, the
network object has the network locations and an associated
covariance object. The functions in DI are used to create or modify
a network object or are used to examine the accuracy when spatial
predictions are made from observations on this network.
DI is developed by Eric Gilleland and Doug Nychka and draws on
previous work by Nancy Saltzman and J. Andrew Royle.
Major Methods
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