Brief overview of symbolic data and analytic issues
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Publication:4969757
DOI10.1002/sam.10115OpenAlexW2140912267MaRDI QIDQ4969757
Publication date: 14 October 2020
Published in: Statistical Analysis and Data Mining: The ASA Data Science Journal (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1002/sam.10115
rulesinterval datasymbolic data analysislarge datasetsmulti-modal datacomplex dataaggregated datahistogram datainternal variation
Related Items (12)
Dynamic quantile function models ⋮ Partition of interval-valued observations using regression ⋮ Logistic Regression Models for Aggregated Data ⋮ Principal component analysis for histogram-valued data ⋮ New models for symbolic data analysis ⋮ Copulas and Histogram-Valued Data ⋮ Composite likelihood methods for histogram-valued random variables ⋮ Analysis of dependent data aggregated into intervals ⋮ Self-organizing map for symbolic data ⋮ A conversation with Lynne Billard ⋮ Far beyond the classical data models: symbolic data analysis ⋮ Functional linear models for interval-valued data
Uses Software
Cites Work
- Likelihood functions and some maximum likelihood estimators for symbolic data
- Descriptive statistics for interval-valued observations in the presence of rules
- Maximal and stochastic Galois lattices
- Probabilist, possibilist and belief objects for knowledge analysis
- Symbolic Data Analysis
- Différentiation des capacités et des intégrales de Choquet
- Far beyond the classical data models: symbolic data analysis
- Principal component analysis for interval‐valued observations
- Symbolic Data Analysis and the SODAS Software
- Fuzzy sets
- Analysis of symbolic data. Exploratory methods for extracting statistical information from complex data
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