Festschrift in honor of R. Dennis Cook: Fifty years of contribution to statistical science

Efstathia Bura, Bing Li

Research output: Book/ReportBook

Abstract

In honor of professor and renowned statistician R. Dennis Cook, this festschrift explores his influential contributions to an array of statistical disciplines ranging from experimental design and population genetics, to statistical diagnostics and all areas of regression-related inference and analysis. Since the early 1990s, Prof. Cook has led the development of dimension reduction methodology in three distinct but related regression contexts: envelopes, sufficient dimension reduction (SDR), and regression graphics. In particular, he has made fundamental and pioneering contributions to SDR, inventing or co-inventing many popular dimension reduction methods, such as sliced average variance estimation, the minimum discrepancy approach, model-free variable selection, and sufficient dimension reduction subspaces.

Original languageEnglish (US)
PublisherSpringer International Publishing
Number of pages192
ISBN (Electronic)9783030690090
ISBN (Print)9783030690083
DOIs
StatePublished - Apr 27 2021

All Science Journal Classification (ASJC) codes

  • General Mathematics
  • General Computer Science

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