Bootstrapping data with multiple levels of variation

The authors consider general estimators for the mean and variance parameters in the random effect model and in the transformation model for data with multiple levels of variation. They show that these estimators have different distributions under the two models unless all the variables have Gaussian distributions. They investigate the asymptotic properties of bootstrap procedures designed for the two models. They also report simulation results and illustrate the bootstraps using data on red spruce trees.     

An iterative Monte Carlo method for nonconjugate Bayesian analysis

The Gibbs sampler has been proposed as a general method for Bayesian calculation in Gelfand and Smith (1990). However, the predominance of experience to date resides in applications assuming conjugacy where implementation is reasonably straightforward. This paper describes a tailored approximate rejection method approach for implementation of the Gibbs sampler when nonconjugate structure is present. Several challenging applications are presented for illustration.     

Has the national minimum wage reduced UK wage inequality?

Summary.  The paper investigates the effect on the wage distribution of the introduction, in April 1999, of the national minimum wage (NMW) in the UK. Because of the structure of UK earnings statistics, it is not straightforward to investigate this and various methods for adjusting the published statistics are discussed. The main conclusions are that the NMW does have a detectable effect on the wage distribution and that compliance with the NMW is widespread but the effect is limited because the NMW has been set at a level such that only 6–7% of workers are directly affected and the NMW has had virtually no effect on the pay of workers who are not directly affected. Furthermore, virtually all the changes occurred within 2 months of the introduction in April 1999 and its effect declined over time from April 1999 to September 2001 as the minimum wage was not uprated in line with the increase in average earnings. The more substantial increase in the NMW in October 2001 partially, but not wholly, restored some of this decline in impact.     

THE SOCIAL CONSTRUCTION OF STYLE: Thorstein Veblen's The Theory of the Leisure Class as Contested Text

Social scientists have begun to appreciate the importance of style in academic discourse. Style and its evaluation, I argue, are not givens, but are created and negotiated by a body of readers, judging a text. To explain the process by which style comes to be known, I choose the case of Thorstein Veblen's The Theory of the Leisure Class , published in 1899. I demonstrate that style was always important in the interpretation of his work, and that this "classic" can be read as literature, scholarly discourse, humor, or poor writing—or a combination thereof. A consensus on the qualities of Veblen's style has never emerged. Focusing on claims emphasizing Veblen's irony, I suggest that an ironic interpretation is particularly likely when an author analyzes those with superior status.

Veblen, a grayfaced shambling man lolling resentful at his desk with his cheek on his hand, in a low sarcastic mumble of intricate phrases subtly paying out the logical inescapable rope of matter-of-fact for a society to hand itself by, dissecting out the century with a scalpel so keen, so comical, so exact that the professors and students nineteenths of the time didn't know it was there, and the magnates and the respected windbags and the applauded loudspeakers never knew it was there.

—John Dos Passos, "The Bitter Drink" The Big Money (1946, pp. 106–107)     

Men’s Aggression Toward Women: A 10‐Year Panel Study

The present study examined the longitudinal course of men’s physical and psychological aggression toward a partner across 10 years, using a community sample of young couples (N = 194) from at‐risk backgrounds. Findings indicated that men’s aggression decreased over time and that women’s antisocial behavior and depressive symptoms predicted changes in men’s aggression. This suggests the importance of studying social processes within the dyad to have a better understanding of men’s aggression toward a partner.     

If and When Sociology Becomes a Female Preserve

This article investigates recent data on the prevalence of women in the field of sociology in order to understand whether or not the discipline has become a female preserve. Data on the top sociology departments in the USA were collected in 2007. For each university, we document the number of full time, tenured and tenure-track faculty members and present the gendered makeup of the department. Our data present mixed findings with regard to the question of whether the field is tipping toward female. Women, overall, are underrepresented in the sociology programs sampled, but a larger percentage of women occupy tenured positions within the top liberal arts programs than at the top graduate programs. And, women occupy a slim majority of assistant professor positions but have lower numbers at higher academic ranks. We can say with reasonable certainty that, while the proportion of women doctorates and assistant professors indicate a feminization of sociology, the entire discipline has not yet tipped toward female.