Semi-sparse PCA

It is well known that the classical exploratory factor analysis (EFA) of data with more observations than variables has several types of indeterminacy. We study the factor indeterminacy and show some new aspects of this problem by considering EFA as a specific data matrix decomposition. We adopt a new approach to the EFA estimation and achieve a new characterization of the factor indeterminacy problem. A new alternative model is proposed, which gives determinate factors and can be seen as a semi-sparse principal component analysis (PCA). An alternating algorithm is developed, where in each step a Procrustes problem is solved. It is demonstrated that the new model/algorithm can act as a specific sparse PCA and as a low-rank-plus-sparse matrix decomposition. Numerical examples with several large data sets illustrate the versatility of the new model, and the performance and behaviour of its algorithmic implementation.

     

The Use of an Identifiability-Based Strategy for the Interpretation of Parameters in the 1PL-G and Rasch Models

Psychometrika - Using the well-known strategy in which parameters are linked to the sampling distribution via an identification analysis, we offer an interpretation of the item parameters in the...     

Animalizing the disadvantaged,mechanizing the wealthy: The convergence of socio‐economic status and attribution of humanity

Differences between groups in socio‐economic status (SES) are becoming more salient nowadays. In this context, we examined the animalistic and mechanistic dehumanization that both low and high‐SES groups may experience respectively by conducting three studies. In study 1, we manipulated the SES of two fictitious groups (low vs. high‐SES) and measured the humanity ascribed to them. Results showed that the low‐SES group was animalized in comparison with the high‐SES group, which was mechanized. In study 2, we manipulated the humanity of two fictitious groups by describing them as animals or machines and measured the perceived SES of the groups. Participants tended to attribute lower SES to the group described as animals and higher SES to the group described as machines. Finally, in study 3, we used an Implicit Association Test to replicate the results of studies 1 and 2. Taken together, these studies show that low‐SES groups are considered as animal‐like whereas high‐SES groups are seen as robot‐like. We discuss the implications of these findings in relation to the justification of income inequality within our society.     

Beyond the big five as predictors of dispositions toward ridicule and being laughed at: The HEXACO model and the dark triad

We aimed to extend research on dispositions toward ridicule and being laughed at by testing the localization of the fear of (gelotophobia) and the joy in (gelotophilia) being laughed at, and the joy in laughing at others (katagelasticism) in the HEXACO model and the Dark Triad traits (both have not been examined so far). Study 1 (HEXACO model: N = 216) showed that gelotophobia was related to low extraversion, high emotionality, and low honesty‐humility; gelotophilia to high extraversion and high openness to experience; and katagelasticism to low agreeableness and low honesty‐humility. These results were similar to prior findings based on the Five‐Factor model, and supported the notion that the honesty‐humility trait contributes to the prediction of individual differences in gelotophobia and katagelasticism. Study 2 (Dark Triad: N = 204) showed that gelotophobia was related to high Machiavellianism and low narcissism; gelotophilia to high narcissism; and katagelasticism to high psychopathy and high Machiavellianism. These data helped to clarify our findings on the honesty‐humility trait, showing that gelotophobes and katagelasticists differ in their socially aversive characteristics. Overall, this research provides empirical evidence that dark (but subclinical) traits can be seen as relevant personality predictors of how people deal with laughter and ridicule.     

On Principal Congruences in Distributive Lattices with a Commutative Monoidal Operation and an Implication

Studia Logica - In this paper we introduce and study a variety of algebras that properly includes integral distributive commutative residuated lattices and weak Heyting algebras. Our main goal is...     

On Monadic Operators on Modal Pseudocomplemented De Morgan Algebras and Tetravalent Modal Algebras

Studia Logica - In our paper, monadic modal pseudocomplemented De Morgan algebras (or mmpM) are considered following Halmos’ studies on monadic Boolean algebras. Hence, their topological...     

Support for collective action against refugees: The role of national,European, and global identifications,and autochthony beliefs

To understand recent anti-refugee protests in Europe, we examined how different levels of inclusiveness of group identities (national, European, and global) are related to intentions to protest among native Europeans. We focused on the mediating role of autochthony (a belief that the first inhabitants of a territory are more entitled) and the moderating role of threat. Survey data from 11 European countries (N = 1,909) showed that national identification was positively associated with autochthony, and therefore, with the intention to protest against refugees. In contrast, global identification was related to lower protest intentions via lower autochthony. These paths were found only among Europeans who perceived refugees as a threat. European identification was not related to the endorsement of autochthony or to collective action. These findings indicate why and when majority members are willing to participate in collective action against refugees, and underscore the importance of global identification in the acceptance of refugees.     

On the Systematic Inadequacy of Fictionalism about Fictional Characters

Philosophia - Critical statements, if true, bear ontological commitments to fictional entities. A well-known version of fictionalism about fictional characters tries to eliminate these ontological...     

Meaning,Understanding, and A Priori Knowledge

Philosophia - According to the most popular account of the a priori, which we might call Analytic Account of the A Priori, we can explain the a priori in terms of the notion of analyticity....