Adaptive multiple importance sampling for Gaussian processes

In applications of Gaussian processes (GPs) where quantification of uncertainty is a strict requirement, it is necessary to accurately characterize the posterior distribution over Gaussian process covariance parameters. This is normally done by means of standard Markov chain Monte Carlo (MCMC) algorithms, which require repeated expensive calculations involving the marginal likelihood. Motivated by the desire to avoid the inefficiencies of MCMC algorithms rejecting a considerable amount of expensive proposals, this paper develops an alternative inference framework based on adaptive multiple importance sampling (AMIS). In particular, this paper studies the application of AMIS for GPs in the case of a Gaussian likelihood, and proposes a novel pseudo-marginal-based AMIS algorithm for non-Gaussian likelihoods, where the marginal likelihood is unbiasedly estimated. The results suggest that the proposed framework outperforms MCMC-based inference of covariance parameters in a wide range of scenarios.     

Toward a multi‐ethnic public sphere? Media consumption in highly diverse districts in Spain

This article examines media consumption in highly diverse districts in Spain as representative of recent changes in this field due to new immigration to countries in Southern Europe in times of crisis. Drawing on findings from two surveys, we observed a decrease in access to media specifically aimed at audiences of minority cultures between 2010 and 2012. It is suggested that this decline is not due to a modification in media consumption habits by minority groups, but rather the economic crisis of 2008. Furthermore, we study the consumption of minority media by natives: we observe that youth and more educated individuals consume other cultures’ minority media to a greater extent, particularly the press, radio, and Internet news sources. We suggest that elements are present that public administrations could utilize to further develop a multi‐ethnic public sphere. Finally, we explore the emergence of a new transnational dimension to the multi‐ethnic public sphere.     

Five Star Teacher: In-Service on the Move

Teachers learned knowledge, skills, values, and dispositions through spending significant amounts of time working with heritage sites as they learned more about social studies. Elementary social studies teachers engaged in teacher in-service to increase their abilities to meet geography standards. Teacher professional development that caused instructors to engage with cultural and historic sites benefited them and should be considered as well as other models of teacher in-service. Teachers used study travel opportunities to engage in geographic investigation and exploration to accomplish inquiry. Teachers determined that extended time was required to experience the place, to value it, and to harbor the disposition to teach about it; they learned in-depth content from spending time on-site, and they learned skills to extract knowledge from site through reading the landscape. Teachers encountered multiple perspectives, technology, and controversial issues through their studies of regions in the Ohio River Valley. Teachers of elementary social studies may wish to consider this type of professional development to understand a sense of place and how it relates to the curriculum they teach.     

Evaluating the Nature of the Still‐Face Effect in the Double Face‐to‐Face Still‐Face Paradigm Using Different Comparison Groups

The current study explored two possible comparison groups for the double Face‐to‐Face Still‐Face (FFSF) paradigm to evaluate their effects on infant behavior and different hypotheses about the nature of the Still‐Face (SF) effect, an effect not fully understood. Mothers and their 4‐month‐old infants were randomly assigned to one of three groups, a double FFSF group (Group_FFSF, n = 44), a control, semi‐structured play group (Group_Story, n = 46), or a control, unstructured play group (Group_Play, n = 28). As hypothesized, Group_FFSF infants exhibited the classic SF response (decreased positive affect and gaze to mother; increased negative affect) and Group_Play infants showed an increase in negative affect over episodes. Contrary to expectations, Group_Story infants displayed a similar, but less intense, pattern of behavior as Group_FFSF. Taken together, the findings indicate that multiple episodes of face‐to‐face play exceeded 4‐month‐olds' regulatory capacities and that infants are sensitive to shared communicative intentions and violations of social expectations, whether these violations are negative or positive in nature.     

CONSOLIDATING THE EVIDENCE ON INCOME MOBILITY IN THE WESTERN STATES OF GERMANY AND THE UNITED STATES FROM 1984 TO 2006

The cross‐national intragenerational literature has often analyzed income mobility within short time periods over which mobility might reasonably be thought of as invariant. Here, we argue that a great social transformation—German reunification—abruptly and permanently altered mobility. Using standard measures (with panel data for the western states of Germany and the United States) over the period 1984–2006, we find the conventional result that income mobility is greater in Germany. But when we cut the data into 5‐year windows, we find that income mobility declines significantly over the years immediately following reunification in Germany but not in the United States, using both measures. (JEL J1, J6)     

Restoring Meaning to Supervision Through a Peer Consultation Group in Rural Australia

The establishment of a cross-discipline peer consultation group in regional Australia is described. A research project, which explored the impact of the peer consultation on participants, using pre-group and post-group evaluation surveys along with data from an externally facilitated group evaluation session is discussed. Key findings reveal the value of access to varied modes of supervision; the importance of supervision not feeling like being subjected to surveillance; and the contribution that positive experiences of peer consultation have for our participants' well-being. The potential for improved connection and mutual benefits for practice and academia in sponsorship of professional peer consultation by regional universities also emerges from this research. The effectiveness of contemporary workplace counselling supervision arrangements, and of what, precisely, the enjoyment of engaging in case discussions in peer consultation groups is constituted are areas for more exploration.     

Elder Abuse and Neglect vs. Parricide: A Letter From Russia

In Russia, elder abuse is rarely discussed in the professional literature and the media. However, it is posited that parricide can be considered a form of elder abuse in Russia, as the line between elder abuse and parricide can be vague. Instances of parricide can appear trivial, hardly realized as such by victims and the social environment. Borderline cases can include involving older people in binge drinking, denying them help, and manipulating them to commit suicide. The perpetrators are often nonpsychotic, although sometimes exhibiting abnormal personality traits. Anger toward the victim can be absent on the part of the perpetrator, with their actions often driven by economic desires. A concluding point is that for better prevention of parricide and, therefore, elder abuse, it should not be considered only an unusual horrific crime committed by the mentally ill.     

The Elephant Is Not Pink: Talking About White, Black, and Brown to Achieve Excellence in Clinical Practice

Incorporating issues of race and racism can improve clinical engagement and the therapeutic alliance. Assessing, understanding, and responding to experiences related to racial identity and racism related stress can be an important factor in a clinician??s ability to be culturally responsive. A vignette of client treatment presents common dilemmas in clinical treatment. Responses to questions about race from focus groups are presented to frame the experiences of women of color who struggle with poverty and social-emotional issues. A framework of multicultural antiracist practice highlights the skills necessary for clinicians, supervisors, and managers.