CUM Model


This page collects supplementary material about the CUM model

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Slides


Manisera M., Zuccolotto P., A mixture model for ordinal variables measured on semantic differential scales, 5th International Conference on Econometrics and Statistics (EcoSta 2022), Kyoto, Japan, 4-6 June 2022.

  • R codes (script + functions) and data to reproduce the case study discussed in the talk (zip file)

 

Main paper


Manisera M., Zuccolotto P. (2022), A mixture model for ordinal variables measured on semantic differential scales. Econometrics and Statistics, 22, 98-123.

 

Related papers


Manisera M., Migliorati M. , Ventura M., Zuccolotto P. (2024), A Mixture Model for the Analysis of Categorical Variables Measured on Five-point Semantic Differential Scales. Austrian Journal of Statistics, 53(3), 70-86.

Ventura M., Macis A., Manisera M., Zuccolotto P. (2024), On the Equivalence of two Mixture Models for Rating Data. Advances in Statistical Analysis. In press.

Ventura M., Macis A., Manisera M., Zuccolotto P. (2024) A Mixture Model to Analyse Synesthetic Experience in Museums using Multi-point Semantic Differential Scales, Submitted (Related Data)

R code


R functions (for the case of a semantic differential scale with m=7 categories)

R script with examples