NLCUB Model


This page collects supplementary material about the NonLinear CUB model

 

Slides


Manisera M., Zuccolotto P., Analyzing human perceptions from survey data with Nonlinear CUB models, Seminar at Wirtschafts Universit├Ąt Wien, 13th May 2016.

Manisera M., Zuccolotto P., Nonlinear CUB models, ASMOD Conference, Naples, 25-26 Novembre 2013.

 

Main paper


Manisera M., Zuccolotto P. (2014), Modeling rating data with Nonlinear CUB models, Computational Statistics & Data Analysis, 78, 100-118.

 

Related papers


Manisera M., Zuccolotto P. (2017), Numerical optimization and EM algorithm in a mixture model for human perceptions analysis, Communications in Statistics – Simulation and Computation, 46, 7, 5723-5739.

Manisera M., Zuccolotto P. (2015), Identifiability of a model for discrete frequency distributions with a multidimensional parameter space, Journal of Multivariate Analysis, 140, 302-316.

Manisera M., Zuccolotto P. (2015), Visualizing multiple results from Nonlinear CUB models with R grid Viewports, Electronic Journal of Applied Statistical Analysis, 8, 3, 360-373.

Manisera M., Zuccolotto P. (2014), Nonlinear CUB models: the R code, Statistics & Applications, XII, 2, 205-223.

Manisera M., Zuccolotto P. (2013). Nonlinear CUB models: some stylized facts. Quaderni di Statistica, 15, 111-130.

 

R code


R functions (see the paper “Nonlinear CUB models: the R code”, published on Statistics & Applications)

R script with examples