Subset Selection in Regression
MAMiller, Alan
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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- MAMiller, AlanCorresponding
Topics & keywords
Keywords
- Statistics
- Selection (genetic algorithm)
- Regression
- Regression analysis
- Cross-sectional regression
- Mathematics
- Econometrics
- Computer science
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