Rank-based approach for estimating correlations in mixed ordinal data

High-dimensional mixed data as a combination of both continuous and ordinal variables are widely seen in many research areas such as genomic studies and survey data analysis. Estimating the underlying correlation among mixed data is hence crucial for further inferring dependence structure. We propos...

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Veröffentlicht in:	arXiv.org 2018-09
Hauptverfasser:	Quan, Xiaoyun, Booth, James G, Wells, Martin T
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer simulation Continuity (mathematics) Correlation analysis Data analysis Dependence Estimation
Online-Zugang:	Volltext
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