Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 54, No. 1 (2005), pp. 63-76 (14 pages) A common problem with laboratory assays is that a measurement of a substance in a ...
Motivated by calibration problems in near-infrared (NIR) spectroscopy, we consider the linear regression setting in which the many predictor variables arise from sampling an essentially continuous ...