articleTechnometricsMay 1, 2003Closed access

Subset Selection in Regression

MAMiller, Alan
Indexed incrossref

Abstract

Originally published in 1990, the first edition of Subset Selection in Regression filled a significant gap in the literature, and its critical and popular success has continued for more than a decade. Thoroughly revised to reflect progress in theory, methods, and computing power, the second edition promises to continue that tradition. The author has thoroughly updated each chapter, incorporated new material on recent developments, and included more examples and references. New in the Second Edition:A separate chapter on Bayesian methodsComplete revision of the chapter on estimationA major example from the field of near infrared spectroscopyMore emphasis on cross-validationGreater focus on…

Citation impact

1,491
total citations
FWCI
177.50
Percentile
100%
References
1
Citations per year

Authors

1
  • MA
    Miller, AlanCorresponding

Topics & keywords

Keywords
  • Statistics
  • Selection (genetic algorithm)
  • Regression
  • Regression analysis
  • Cross-sectional regression
  • Mathematics
  • Econometrics
  • Computer science
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