Resource title

D-optimal plans in observational studies

Resource image

image for OpenScout resource :: D-optimal plans in observational studies

Resource description

This paper investigates the use of Design of Experiments in observational studies in order to select informative observations and features for classification. D-optimal plans are searched for in existing data and based on these plans the variables most relevant for classification are determined. The adapted models are then compared with respect to their predictive accuracy on an independent test sample. Eight different data sets are investigated by this method.

Resource author

Constanze Pumplün, Stefan Rüping, Katharina Morik, Claus Weihs

Resource publisher

Resource publish date

Resource language

eng

Resource content type

text/html

Resource resource URL

http://hdl.handle.net/10419/22637

Resource license

Adapt according to the presented license agreement and reference the original author.