publication . Other literature type . Article . 2004

High-dimensional data: p >> n in mathematical statistics and bio-medical applications

Hans C. van Houwelingen;
Open Access English
  • Published: 01 Dec 2004
  • Publisher: Bernoulli Society for Mathematical Statistics and Probability
The workshop 'High-dimensional data: p >> n in mathematical statistics and bio-medical applications' was held at the Lorentz Center in Leiden from 9 to 20 September 2002. This special issue of Bernoulli contains a selection of papers presented at that workshop. ¶ The introduction of high-throughput micro-array technology to measure gene-expression levels and the publication of the pioneering paper by Golub et al. (1999) has brought to life a whole new branch of data analysis under the name of micro-array analysis. Some aspects of micro-array data are quite new and typical of the data-extraction technique, but the issue of using high-dimensional data as explanato...
free text keywords: maxisets, Muckenhoupt weights, nonparametric regression, random design, warped wavelets, wavelet thresholding, Statistics and Probability
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Other literature type . 2004
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