Measuring with No Tape

At the heart of most statistical calculations is a distance measure used to determine the similarity between different observations. Surprisingly often, a suitable distance measure is not known up front but is estimated from the given data. The inherent uncertainty of data, however, implies that the estimated measure is also uncertain, which raises several unsolved problems. The grant will allow the recruitment of three PhD students, five years of postdoc work and key data collection.