Gait period estimation algorithm based on the angles of extremities

Gait period estimation is an important step in the gait recognition framework. In this paper, we propose a new gait cycle detection method based on the angles of extreme points of both legs. In addition to that, to further improve the estimation of the gait period, the proposed algorithm divides the gait sequence into sections before identifying the maximum values. The proposed algorithm is scale invariant and less dependent on the silhouette shape. The performance of the proposed method was evaluated using the OU-ISIR speed variation gait database. The experimental results show that the proposed method achieved 90.2% gait recognition accuracy and outperforms previous methods found in the literature with the second best only achieved 67.65% accuracy.

Strategic behaviour in choice experiments.

Practitioners of environmental economics sometimes use repeated trinary choice experiment surveys to estimate the value of environmental policies and programs for use in policy evaluation. These surveys have several advantages over simpler forms of non-market valuation: (1) researchers can estimate the marginal value of attributes of the good or service in question, making the results useful for benefits transfer; and (2) because respondents make several choices and choose from choice sets containing three options, efficiency of the willingness to pay estimate is improved over one-shot, binary choice formats. Despite these benefits, such surveys may have incentive properties which cause the resulting value estimates to be biased. This paper presents a theoretical demonstration that subjects often have an incentive to choose the second-best option in a repeated trinary choice survey. The model shows that due to the nature of factorial choice set design, the second-best option in the choice set will often be the status quo option. The paper reports a set of experiments designed to test these theoretical predictions in an induced-value setting. The experimental results are consistent with the theoretical predictions, demonstrating that repeated trinary choice experiment surveys can generate biased value estimates under a wide range of conditions.

Segurança alimentar nos refeitórios de uma universidade portuguesa : aplicação da teoria do comportamento planeado

A Organização Mundial de Saúde estima que nos países mais industrializados uma em cada três pessoas sofra, por ano, de uma doença de origem alimentar. De acordo com os dados da Agência Europeia para a Segurança Alimentar foram relatados pelos 27 Estados Membros da União Europeia, no ano 2012, um total de 5.363 surtos de origem alimentar, assistindo-se a uma prevalência do setor da restauração, como o local de maior ocorrência dos surtos de doenças de origem alimentar. Para o mesmo ano, Portugal reportou 7 surtos de origem alimentar, envolvendo 135 pessoas com 42 hospitalizações. Neste contexto, a aplicação de boas práticas de higiene, nomeadamente no setor da restauração, é essencial para proteger o consumidor das doenças de origem alimentar. Neste estudo, pretendeu-se identificar os constructos do modelo da Teoria do Comportamento Planeado (Theory of Planned Behaviour – TPB, segundo a terminologia anglo-saxónica), de Icek Ajzen, que melhor explicam a intenção dos operadores de alimentos em adotarem os comportamentos de higiene, a saber: i) utilização de luvas e touca de proteção de cabelos, e ii) remoção de adornos pessoais, durante a manipulação de alimentos. Para o efeito, foi aplicado um questionário tendo por base a Teoria do Comportamento Planeado, a uma amostra de cento e vinte e três operadores dos vários refeitórios de uma universidade portuguesa, na sua grande maioria do sexo feminino (91,1%) e que manipulam alimentos numa base diária, recorrendo-se primeiramente a uma fase preliminar de estudo qualitativo, ou pré-inquérito, para melhor selecionar os temas essenciais e as principais categorias a considerar na construção deste inquérito. Os inquéritos foram tratados estatisticamente recorrendo-se à estatística descritiva, à análise fatorial e avaliação da consistência interna dos fatores resultantes, seguido da aplicação de regressão linear e metodologia de análise de trajetórias (path modeling) com vista à validação do TPB. Os resultados obtidos apontam para o fato de a Atitude ser o melhor preditor da Intenção em adotar os comportamentos em estudo. Verificou-se também que a motivação de cumprir resulta da pressão exercida pelos superiores hierárquicos ou colegas, influenciando positivamente a intenção, na medida em que as crenças normativas assumiram-se como sendo o segundo preditor que melhor previu a intenção.

Welfare criteria from choice: the sequential solution

We study the problem of deriving a complete welfare ordering from a choice function. Under the sequential solution, the best alternative is the alternative chosen from the universal set; the second best is the one chosen when the best alternative is removed; and so on. We show that this is the only completion of Bernheim and Rangel's (2009) welfare relation that satisfies two natural axioms: neutrality, which ensures that the names of the alternatives are welfare-irrelevant; and persistence, which stipulates that every choice function between two welfare-identical choice functions must exhibit the same welfare ordering.

Should a non-rival public good always be provided centrally?

This paper discusses the problem of optimal design of a jurisdiction structure from the view point of a utilitarian social planner when individuals with identical utility functions for a non-rival public good and private consumption have private information about their contributive capacities. It shows that the superiority of a centralized provision of a non-rival public good over a federal one does not always hold. Specifically, when differences in individuals’ contributive capacities are large, it is better to provide the public good in several distinct jurisdictions rather than to pool these jurisdictions into a single one. In the specific situation where individuals have logarithmic utilities, the paper provides a complete characterization of the optimal jurisdiction structure in the two-type case.

Política monetaria, indexación e independencia del banco central en un sistema de juego de tres partes

En este trabajo se analiza la efectividad que tiene la aplicaciones de una política antiinflacionaria por parte de un Banco Central independiente en una economía que presenta el fenómeno de la indexación en la formación de precios

Política monetaria, indexación e independencia del Banco Central en un sistema de juego de tres partes

En este trabajo se analiza la efectividad que tiene la aplicaciones de una política antiinflacionaria por parte de un Banco Central independiente en una economía que presenta el fenómeno de la indexación en la formación de precios.

The design of optimal education policies when individuals differ in inherited wealth and ability

In this paper I consider the role of education poli-cies in redistribution of income when individuals differ in two aspects: ability and inherited wealth. I discuss the extent to which the rules that emerge in unidimensional settings apply also in the bidimen-sional setting considered in this paper. The main conclusion is that, subject to some qualifi cations, the same type of rules that determine optimal education policies when only ability heterogeneity is considered apply to the case where both parameters of heterogeneity are considered. The qualifi cations pertain to the implementation of the optimal alloca-tion of resources to education and not the way the optimal allocations fi rst- and second-best differ.

Should retributivists prefer pre-punishment?

Some philosophers believe that we can, in theory, justifiably pre-punish people – that is, punish them for a crime before they have committed that crime. In particular, it has been claimed that retributivists ought (in principle) to accept pre-punishment. The question of whether pre-punishment can be justified has sparked an interesting and growing philosophical debate. In this paper I look at a slightly different question: whether retributivists who accept that pre-punishment can be justified should prefer (ordinary) post-punishment or pre-punishment, or see them (in principle) as on a par. The answer is complex: asking this question brings to light unrecognised distinctions within both retributivism and pre-punishment, giving us four different answers to the question, depending on what kind of retributivism and what kind of pre-punishment are combined. Surprisingly, given that it is usually presented as a second best, to be pursued only when post-punishment is unavailable, some combinations will find pre-punishment preferable.

Performance of balanced two-stage empirical predictors of realized cluster latent values from finite populations: A simulation study

Predictors of random effects are usually based on the popular mixed effects (ME) model developed under the assumption that the sample is obtained from a conceptual infinite population; such predictors are employed even when the actual population is finite. Two alternatives that incorporate the finite nature of the population are obtained from the superpopulation model proposed by Scott and Smith (1969. Estimation in multi-stage surveys. J. Amer. Statist. Assoc. 64, 830-840) or from the finite population mixed model recently proposed by Stanek and Singer (2004. Predicting random effects from finite population clustered samples with response error. J. Amer. Statist. Assoc. 99, 1119-1130). Predictors derived under the latter model with the additional assumptions that all variance components are known and that within-cluster variances are equal have smaller mean squared error (MSE) than the competitors based on either the ME or Scott and Smith`s models. As population variances are rarely known, we propose method of moment estimators to obtain empirical predictors and conduct a simulation study to evaluate their performance. The results suggest that the finite population mixed model empirical predictor is more stable than its competitors since, in terms of MSE, it is either the best or the second best and when second best, its performance lies within acceptable limits. When both cluster and unit intra-class correlation coefficients are very high (e.g., 0.95 or more), the performance of the empirical predictors derived under the three models is similar. (c) 2007 Elsevier B.V. All rights reserved.

Essays on growth and environment

This thesis consists of a summary and four self-contained papers. Paper [I] Following the 1987 report by The World Commission on Environment and Development, the genuine saving has come to play a key role in the context of sustainable development, and the World Bank regularly publishes numbers for genuine saving on a national basis. However, these numbers are typically calculated as if the tax system is non-distortionary. This paper presents an analogue to genuine saving in a second best economy, where the government raises revenue by means of distortionary taxation. We show how the social cost of public debt, which depends on the marginal excess burden, ought to be reflected in the genuine saving. We also illustrate by presenting calculations for Greece, Japan, Portugal, U.K., U.S. and OECD average, showing that the numbers published by the World Bank are likely to be biased and may even give incorrect information as to whether the economy is locally sustainable. Paper [II] This paper examines the relationships among per capita CO2 emissions, per capita GDP and international trade based on panel data spanning the period 1960-2008 for 150 countries. A distinction is also made between OECD and Non-OECD countries to capture the differences of this relationship between developed and developing economies. We apply panel unit root and cointegration tests, and estimate a panel error correction model. The results from the error correction model suggest that there are long-term relationships between the variables for the whole sample and for Non-OECD countries. Finally, Granger causality tests show that there is bi-directional short-term causality between per capita GDP and international trade for the whole sample and between per capita GDP and CO2 emissions for OECD countries. Paper [III] Fundamental questions in economics are why some regions are richer than others, why their growth rates differ, whether their growth rates tend to converge, and what key factors contribute to explain economic growth. This paper deals with the average income growth, net migration, and changes in unemployment rates at the municipal level in Sweden. The aim is to explore in depth the effects of possible underlying determinants with a particular focus on local policy variables. The analysis is based on a three-equation model. Our results show, among other things, that increases in the local public expenditure and income taxe rate have negative effects on subsequent income income growth. In addition, the results show conditional convergence, i.e. that the average income among the municipal residents tends to grow more rapidly in relatively poor local jurisdictions than in initially “richer” jurisdictions, conditional on the other explanatory variables. Paper [IV] This paper explores the relationship between income growth and income inequality using data at the municipal level in Sweden for the period 1992-2007. We estimate a fixed effects panel data growth model, where the within-municipality income inequality is one of the explanatory variables. Different inequality measures (Gini coefficient, top income shares, and measures of inequality in the lower and upper part of the income distribution) are examined. We find a positive and significant relationship between income growth and income inequality measured as the Gini coefficient and top income shares, respectively. In addition, while inequality in the upper part of the income distribution is positively associated with the income growth rate, inequality in the lower part of the income distribution seems to be negatively related to the income growth. Our findings also suggest that increased income inequality enhances growth more in municipalities with a high level of average income than in municipalities with a low level of average income.

Your genre is black : indigenous performing arts and policy

In February 2008, Prime Minister Kevin Rudd apologised to the Stolen Generations on behalf of the Australian people. Now what? In this Platform Paper, mid-career Indigenous performing artists think about their post-apology future. Indigenous theatre blossomed in the 1990s when it was grasped as a means to expose social issues and advance the goals of Reconciliation. Now that generation of artists questions these motives. For some, history and community are central; others are impatient with 'your genre is black' and demand the professional respect they have earned. "Indigenous artists", says director Wesley Enoch, "have been asked for decades to work at their slowest, to bring everyone along with them. It's the equivalent of asking Cathy Freeman to run slowly, so that everyone can keep up with her." Glow and Johanson provide a forum for practitioners like Rachel Maza-Long, David Milroy, Stephen Page and Rhoda Roberts. Together they call for an end to second-best; and for measures that respond with post-apology confidence to the vision and inspiration that, in the opinion of the Australia Council, "remain at the heart of Australia's culture" .

The macroeconomics of sovereign wealth funds

The dramatic growth in sovereign wealth funds (SWFs) has implications which are still emerging for national economies and globally. This paper considers why SWFs have become key international financial institutions for some countries, particularly developing ones. This adds to the literature on second best development strategies (Hausmann and Rodrik 2003), here applying it to SWFs. A macroeconomic approach is taken towards the phenomenon of reserves accumulation and motives for SWFs. These are evaluated in terms of the pattern of balance of payments and inferred trade and exchange policies. The role of SWFs in promoting country growth and international stability is considered in view of the global financial crisis (GFC).

Skilling’s martyrdom: The case for criminalization without incarceration

This paper restricts itself to crimes involving corporate fiduciaries taking bad decisions at the expense of shareholders (corporate governance offenses). The arguments do not apply to fraud as moral wrongfulness exists in that case. To the extent that the actions covered by this paper are blameworthy, I argue that this determination must be disentangled from punishment. Disentanglement of blame from deserts suggests a via-media between criminalization and decriminalization - criminalization without incarceration. Accordingly, the legal process stops at the determination of guilt. The paper advances the criminalization debate because it does not get bogged down in the irreconcilable quarrel about whether corporate governance misbehavior ought to be criminalized for deterrence, retribution, or rehabilitation reasons, and whether it achieves any of these purposes. For these offenses, I argue that whichever theoretical justification underpins the decision to criminalize, imprisonment must not follow conviction. The conviction, despite the lack of incarceration, and the consequential sanctions likely to be imposed on the wrongdoer are sufficient to satisfy the three main justifications for criminalization. In appropriate cases, disgorgement of the offender’s gains will aid in the achievement of these objectives. The model proposed by this paper would yield significant savings by reducing prison costs. It would also allow the state to take advantage of the disproportionate cost/burden of conviction on corporate governance offenders. Owing to the offenders’ high earning potential, deterrence can be achieved at lower cost by conviction alone because the cost of incarceration does not have to be borne by the state whereas the destruction of capacity to generate similar (or indeed, any) income has to be suffered by the offender even without going to jail. If the cost of incarceration is the same for offenders with different earning capacities, imprisoning those with very high earning capacities is a waste of social capital if the objectives sought to be achieved by incarceration can be achieved through other means. Further, the cost of a conviction can be predicted with sufficient certainty in the case of white-collar criminals by looking at their earnings history, and in many cases this can be a significant sum. Unlike the common criminal who may not have a similarly predictable earning capacity and therefore suffer the same extent of monetary loss from a conviction, this loss ought to serve the deterrence function without the need for the state to spend money imprisoning the offender. In addition to loss of earning capacity, clawing back ill-gotten gains significantly adds to disutility. The paper is set out as follows: Part II briefly outlines the scope of the wrongs tackled as stemming from the principal-agent relationship in corporate law, and the inability of the law to overcome effectively problems resulting from the collectivization of the principal in that relationship. In Part III, I argue that conviction without imprisonment is a second-best alternative to decriminalization in cases where the conduct is blameworthy, and results in non-consensual harm. Part IV demonstrates the disutility caused by conviction alone to show that the objectives of criminalization can be satisfied without the need for imprisonment. Part V asserts that consequential sanctions like shaming add to the disutility of conviction. Part VI ties the thesis to Skilling’s conviction for bad business judgment devoid of moral wrongfulness to illustrate the problems with conflating blame and punishment. Part VII concludes.

Multiple equilibria and protectionism

In a nonnative approach, I analyze trade policies when the industrial sector genentes positive extemalities in production, and there are adjustments costs to changing production from one sector to the other. Protectionist trade policy can make workers intemalize the benetits from moving into the industrial sector, but it is a second best policy as it also causes consumption distortions. I show that if the govemment is able to fully commit to its tariff schedule for the future, the welfare maximizing policy is to maintain a positive tariff forever, even after all adjustment has already taken place . However, if the govemment is not able to commit at all, the only time consistent policy is zero tariff at any point in time. The time inconsistency of the full commitment policy is derived from the fact that in the model only production needs interference, and the production distortion is lagged one period with respect to the tariff wbile the consumption distortion is simultaneous to the tariff. In the intermediary case, i.e., when the government can commit for a limited period of time, the time consistent optimal tariff will be positive but lower than the "full commitment" tariff. This result indicates that some institutions that have always been considered pure sources of inefficiency, such as protectionist lobbying, may in fact be welfare improving in some cases!