Rank–Polyserial Correlation: A Quest for a “Missing” Coefficient of Correlation

نویسندگان

چکیده

In the typology of coefficients correlation, we seem to miss such estimators correlation as rank–polyserial ( R RPS ) and rank–polychoric RPC correlation. This article discusses a set options RP , including both . A new coefficient JT gX based on Jonckheere–Terpstra test statistic is derived, it shown carry essence Such traditional Goodman–Kruskal gamma G Somers delta D dimension-corrected 2 are have strict connection and, hence, they also fulfil criteria for being relevant be taken These with directional nature suit ordinal-scaled variables well an ordinal- vs. interval-scaled variable. The behaviour studied within measurement modelling settings by using point-polyserial, eta polyserial polychoric benchmarks. statistical properties, differences, limitations discussed.

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ژورنال

عنوان ژورنال: Frontiers in Applied Mathematics and Statistics

سال: 2022

ISSN: ['2297-4687']

DOI: https://doi.org/10.3389/fams.2022.914932