Interval estimation in two-group discriminant analysis under heteroscedasticity for large dimension

DOI10.1080/03610926.2017.1400060OpenAlexW2775659699MaRDI QIDQ5075486

Takayuki Yamada

Publication date: 16 May 2022

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2017.1400060

zbMATH Keywords

discriminant analysisinterval estimationodds ratio\((N,p)\)-asymptotic

Mathematics Subject Classification ID

Asymptotic distribution theory in statistics (62E20) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Cites Work

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• Moments of linear discriminant functions and an asymptotic confidence interval for the log odds ratio
• Interval estimation based on the profile likelihood: Strong Lagrangian theory with applications to discrimination
• Interval estimation in discriminant analysis for large dimension
• Geometric Representation of High Dimension, Low Sample Size Data
• Multivariate Theory for Analyzing High Dimensional Data
• Multivariate Statistics

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