Linear disriminant analysis for interval data

DOI10.1007/s00180-006-0264-9zbMath1113.62080OpenAlexW2022730559WikidataQ57675575 ScholiaQ57675575MaRDI QIDQ880911

Paula Brito, António Pedro Duarte Silva

Publication date: 29 May 2007

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-006-0264-9

zbMATH Keywords

covariance matrixlinear combinationsymbolic data analysis

Mathematics Subject Classification ID

Related Items (14)

Data generation processes and statistical management of interval data ⋮ Exploratory data analysis of interval-valued symbolic data with matrix visualization ⋮ Modeling Interval Time Series with Space–Time Processes ⋮ Bootstrap based multi-step ahead joint forecast densities for financial interval-valued time series ⋮ A new robust model of one-class classification by interval-valued training data using the triangular kernel ⋮ Binary classification SVM-based algorithms with interval-valued training data using triangular and Epanechnikov kernels ⋮ Classification of histogram-valued data with support histogram machines ⋮ Robust support vector machine-trained fuzzy system ⋮ Discriminant analysis of distributional data via fractional programming ⋮ Distance-based linear discriminant analysis for interval-valued data ⋮ Discriminant analysis of interval data: an assessment of parametric and distance-based approaches ⋮ Far beyond the classical data models: symbolic data analysis ⋮ Improving accuracy of financial distress prediction by considering volatility: an interval-data-based discriminant model ⋮ Clustering of interval time series

Cites Work

• Discriminant analysis and clustering. Panel on discriminant analysis, classification, and clustering
• Interval Arithmetic and Analysis
• Principal Component Analysis for Non-Precise Data
• Analysis of symbolic data. Exploratory methods for extracting statistical information from complex data
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