By Maurizio Carpita, Eugenio Brentari, El Mostafa Qannari
The booklet, belonging to the sequence “Studies in Theoretical and utilized facts– chosen Papers from the Statistical Societies”, provides a peer-reviewed number of contributions on appropriate themes prepared via the editors at the celebration of the SIS 2013 Statistical convention "Advances in Latent Variables. tools, versions and Applications", held on the division of Economics and administration of the college of Brescia from June 19 to 21, 2013.
The concentration of the booklet is on advances in statistical tools for analyses with latent variables. actually, lately, there was expanding curiosity during this huge learn sector from either a theoretical and an utilized viewpoint, because the statistical latent variable process permits the potent modeling of complicated real-life phenomena in quite a lot of study fields.
A significant aim of the quantity is to collect articles written via statisticians from assorted study fields, which current assorted techniques and studies regarding the research of unobservable variables and the examine of the relationships among them.
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J. Multivar. Anal. 94, 401–419 (2005) 18. : The estimation method of inference functions for margins for multivariate models. Report No. 166, Department of Statistics, University of British Columbia (1996) 19. : Analyzing and modelling rating data for sensory data in food industry. Quaderni di Statistica 13, 69–82 (2011) 20. : Families of Bivariate Distributions. Griffin, London (1970) 21. : Regression models for ordinal data (with discussion). J. R. Stat. Soc. Ser. B 42, 109–142 (1980) 22. : Generalized Linear Models, 2nd edn.
4 Principal component analysis of the tragedies 2 About the attribution of the Hercules Oetaeus see [3, 10, 13]. On the Octavia see [1, 2, 7, 17]. Among the contributions in favour of the authenticity of both the tragedies see . 3 21 Opera Omnia Figure 5 presents the results of clustering the opera omnia of Seneca. Texts get organized into two main clusters, one including the tragedies and the other featuring the dialogues and the other writings. Within the latter, the Apocolocyntosis is clustered apart from the other works and all the seven books of De beneficiis get clustered together.
A specific contribution of this paper consists in emphasizing the possibility to achieve immediate interpretation and visualization of the main relationships between responses concerning job satisfaction and characteristics of the interviewees. Keywords Job satisfaction • Ordinal data • CUB models 1 Introduction The relationship between job satisfaction and worker characteristics has been heavily researched over the years in various domains such as Sociology, Economics and Management Sciences , mostly in the field of industrial-organizational S.