Symbolic Maximum Likelihood Estimation with Mathematica

Mathematica is a symbolic programming language that empowers the user to undertake complicated algebraic tasks. One such task is the derivation of maximum likelihood estimators, demonstrably an important topic in statistics at both the research and expository level. In this paper, a Mathematica package is provided that contains a function entitled SuperLog. This function utilises pattern-matching code that enhances Mathematica's ability to simplify expressions involving the natural logarithm of a product of algebraic terms. This enhancement to Mathematica's functionality can be of particular benefit for maximum likelihood estimation

Affective focus increases the concordance between implicit and explicit attitudes

Two attitude dichotomies - implicit versus explicit and affect versus cognition - are presumed to be related. Following a manipulation of attitudinal focus (affective or cognitive), participants completed two implicit measures (Implicit Association Test and the Sorting Paired Features task) and three explicit attitude measures toward cats/dogs (Study 1) and gay/straight people (Study 2). Based on confirmatory factor analysis, both studies showed that explicit attitudes were more related to implicit attitudes in an affective focus than in a cognitive focus. We suggest that, although explicit evaluations can be meaningfully parsed into affective and cognitive components, implicit evaluations are more related to affective than cognitive components of attitudes

Go with your gut! Effects of affect misattribution procedures become stronger when participants are encouraged to rely on their gut feelings

The Affective Misattribution Procedure (AMP) is one of the leading examples of a class of tasks used to measure attitudes implicitly. Based on the idea that AMP effects occur because participants misattribute affective responses, we hypothesized that asking participants to focus on their affective, gut-level responses would increase the magnitude of AMP effects. In line with this prediction, results showed that participants who completed the AMP while "going with their gut" revealed AMP effects that were much larger than for participants who completed the AMP with standard instructions. This result supports the prevailing model of the AMP as being related to affective misattribution, and reveals a straightforward way to increase effect sizes in the AMP

The indicators of pupil opinion and teacher interactivity for inquiry-based science teaching

In order to establish those practices which underpin a science teaching performance that combines pupil enthusiasm and creative classrooms, it will be necessary to uncover evidence of inquiry-based learning experiences in science that can provide a warrant for theory and practice that will assist new science teachers in recognising and developing opportunities for investigative activity. Remaining aware, however, of the recurring theme in contemporary educational research which suggests that learning to teach has an important affective dimension associated with developing relationships and the formation of a teaching identity – a model of development which thus transcends atheoretical checklists of professional standards or pedagogical steps – the nature of that evidence will necessarily be in the area of the formative development of new teachers’ professional knowledge and understanding

Becoming an effective science teacher at the Department of Curricular Studies, University of Strathclyde

In an article for the International section, Allan Blake, Colin Smith and Jim McNally from Strathclyde report on the start of a very important EU-funded project, involving 15 countries, which looks at how ‘inquiry-based science’ can be promoted in science teaching and the significance for teacher education. In their view, inquiry-based science is more about open-endedness and uncertainty of outcome than routine (prescribed) practical work. STE will keep track of this important project and we will report on its progress and outcomes in future issues

Beyond prospective accountancy : reassessing the case for British membership of the single European currency comparatively

The fact that Britain will, at most, be a late signatory to the single European currency means that the strategic deliberations it faces in deciding whether to enter EMU are rather different to those of earlier entrants. However, this crucial point is lost in almost all discussion of the subject. To date, the academic debate has been dominated by what we term 'prospective accountancy', in which a series of abstract counterfactuals ostensibly inform a stylised cost–benefit analysis. This article moves beyond such an approach by combining conjectures about the specificities of the British case with a concrete analysis of the experiences of the Eurozone member whose economy appears most closely to resemble Britain's: namely, Ireland. The comparative dimension of our work facilitates more empirically-based analysis of the merits and demerits of British entry into EMU. Yet, it is important not to lose sight of the limits of an exclusively comparative approach, for the British growth model is qualitatively different to that of other European Union economies. British growth since the early 1990s has been consumption led, and this in turn has been fuelled to a considerable degree by the release of equity from the housing market. The likely impact of EMU on the British economy will be determined to a significant extent, then, by its effect upon this key catalyst of British growth. Sadly, no retrospective comparison can inform such an assessment

Estimating the Market Effect of a Food Scare: The Case of Genetically Modified StarLink Corn

Genetic modification of crops has revolutionized food production, but it remains controversial due to food safety and environmental concerns. A recent food safety scare provides a natural experiment on the corn market's willingness to accept unapproved genetically modified organisms. In 2000, a genetically modified corn variety called StarLink was discovered in the food-corn supply, even though it was not approved for human consumption. To estimate the price impact of this event, we develop the relative price of a substitute method, which applies not only to the StarLink event but also to rare events in other markets. We apply this method to measure the price impact of the StarLink contamination on the U.S. corn market. We find that the contamination led to a 7 percent suppression of corn prices that lasted for at least a year.Food Consumption/Nutrition/Food Safety, Research and Development/Tech Change/Emerging Technologies, Q11, Q18, C22,