Bias in error rate estimates in discriminant analysis when stepwise variable selection is employed

DOI10.1080/03610919108812935zbMath0850.62468OpenAlexW1984087218MaRDI QIDQ4019222

V. F. Flack, Carolyn M. Rutter, Peter A. Lachenbruch

Publication date: 16 January 1993

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610919108812935

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Monte Carlo methods (65C05)

Related Items (3)

Ten More Years of Error Rate Research ⋮ Variable selection and error rate estimation in discriminant analysis ⋮ Efficient variable screening for multivariate analysis

Cites Work

• Unnamed Item
• Estimation of Error Rates in Discriminant Analysis with Selection of Variables
• Monte Carlo study of forward stepwise discrimination based on small samples
• Comparison of Stopping Rules in Forward Stepwise Discriminant Analysis
• On the Relationship between the F Test and the Overall Error Rate for Variable Selection in Two-Group Discriminant Analysis
• Bias in Wilks' Λ in Stepwise Discriminant Analysis

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