The minimax distortion redundancy in empirical quantizer design

We obtain minimax lower and upper bounds for the expected distortionredundancy of empirically designed vector quantizers. We show that the meansquared distortion of a vector quantizer designed from $n$ i.i.d. datapoints using any design algorithm is at least $\Omega (n^{-1/2})$ awayfrom the optimal distortion for some distribution on a bounded subset of${\cal R}^d$. Together with existing upper bounds this result shows thatthe minimax distortion redundancy for empirical quantizer design, as afunction of the size of the training data, is asymptotically on the orderof $n^{1/2}$. We also derive a new upper bound for the performance of theempirically optimal quantizer.

The challenge of representative design in psychology and economics

The demands of representative design, as formulated by Egon Brunswik (1956), set a high methodological standard. Both experimental participants and the situations with which they are faced should be representative of the populations to which researchers claim to generalize results. Failure to observe the latter has led to notable experimental failures in psychology from which economics could learn. It also raises questions about the meaning of testing economic theories in abstract environments. Logically, abstract tests can only be generalized to abstract realities and these may or may not have anything to do with the empirical realities experienced by economic actors.

Expanding molecular modeling and design tools to non-natural sidechains.

Protein-protein interactions encode the wiring diagram of cellular signaling pathways and their deregulations underlie a variety of diseases, such as cancer. Inhibiting protein-protein interactions with peptide derivatives is a promising way to develop new biological and therapeutic tools. Here, we develop a general framework to computationally handle hundreds of non-natural amino acid sidechains and predict the effect of inserting them into peptides or proteins. We first generate all structural files (pdb and mol2), as well as parameters and topologies for standard molecular mechanics software (CHARMM and Gromacs). Accurate predictions of rotamer probabilities are provided using a novel combined knowledge and physics based strategy. Non-natural sidechains are useful to increase peptide ligand binding affinity. Our results obtained on non-natural mutants of a BCL9 peptide targeting beta-catenin show very good correlation between predicted and experimental binding free-energies, indicating that such predictions can be used to design new inhibitors. Data generated in this work, as well as PyMOL and UCSF Chimera plug-ins for user-friendly visualization of non-natural sidechains, are all available at http://www.swisssidechain.ch. Our results enable researchers to rapidly and efficiently work with hundreds of non-natural sidechains.

Genomewide association study using a high-density single nucleotide polymorphism array and case-control design identifies a novel essential hypertension susceptibility locus in the promoter region of endothelial NO synthase.

Essential hypertension is a multifactorial disorder and is the main risk factor for renal and cardiovascular complications. The research on the genetics of hypertension has been frustrated by the small predictive value of the discovered genetic variants. The HYPERGENES Project investigated associations between genetic variants and essential hypertension pursuing a 2-stage study by recruiting cases and controls from extensively characterized cohorts recruited over many years in different European regions. The discovery phase consisted of 1865 cases and 1750 controls genotyped with 1M Illumina array. Best hits were followed up in a validation panel of 1385 cases and 1246 controls that were genotyped with a custom array of 14 055 markers. We identified a new hypertension susceptibility locus (rs3918226) in the promoter region of the endothelial NO synthase gene (odds ratio: 1.54 [95% CI: 1.37-1.73]; combined P=2.58 · 10(-13)). A meta-analysis, using other in silico/de novo genotyping data for a total of 21 714 subjects, resulted in an overall odds ratio of 1.34 (95% CI: 1.25-1.44; P=1.032 · 10(-14)). The quantitative analysis on a population-based sample revealed an effect size of 1.91 (95% CI: 0.16-3.66) for systolic and 1.40 (95% CI: 0.25-2.55) for diastolic blood pressure. We identified in silico a potential binding site for ETS transcription factors directly next to rs3918226, suggesting a potential modulation of endothelial NO synthase expression. Biological evidence links endothelial NO synthase with hypertension, because it is a critical mediator of cardiovascular homeostasis and blood pressure control via vascular tone regulation. This finding supports the hypothesis that there may be a causal genetic variation at this locus.

iLOGP: A Simple, Robust, and Efficient Description of n-Octanol/Water Partition Coefficient for Drug Design Using the GB/SA Approach.

The n-octanol/water partition coefficient (log Po/w) is a key physicochemical parameter for drug discovery, design, and development. Here, we present a physics-based approach that shows a strong linear correlation between the computed solvation free energy in implicit solvents and the experimental log Po/w on a cleansed data set of more than 17,500 molecules. After internal validation by five-fold cross-validation and data randomization, the predictive power of the most interesting multiple linear model, based on two GB/SA parameters solely, was tested on two different external sets of molecules. On the Martel druglike test set, the predictive power of the best model (N = 706, r = 0.64, MAE = 1.18, and RMSE = 1.40) is similar to six well-established empirical methods. On the 17-drug test set, our model outperformed all compared empirical methodologies (N = 17, r = 0.94, MAE = 0.38, and RMSE = 0.52). The physical basis of our original GB/SA approach together with its predictive capacity, computational efficiency (1 to 2 s per molecule), and tridimensional molecular graphics capability lay the foundations for a promising predictor, the implicit log P method (iLOGP), to complement the portfolio of drug design tools developed and provided by the SIB Swiss Institute of Bioinformatics.

O mercado de Obrigações Corporate em Cabo Verde, potencialidades de crescimento e desenvolvimento. Estudo de Caso: Empréstimo Obrigacionista da ASA – Aeroportos e Segurança Aérea, SA

As obrigações constituem uma das formas de eleição de financiamento para as empresas e são um dos instrumentos financeiros mais utilizados em todo o mundo. Destacam-se, como um dos produtos financeiros privilegiados para investidores conservadores visto que, asseguram contratualmente, a data do pagamento dos juros e do reembolso do empréstimo além do montante dos juros, tratando-se neste caso da modalidade de taxa fixa. Até ao momento, três empresas emitiram Obrigações em Cabo Verde. Electra, Empresa Nacional de Electricidade e Água, SARL, Tecnicil, Sociedade de Imobiliária e Construções, SA e ASA, Empresa Nacional de Aeroportos e Segurança Aérea, SA.

Design effect and interviewer effects: Evidence from the Spanish ESS3-2006 Data

In 2007 the first Quality Enhancement Meeting on sampling in the European SocialSurvey (ESS) took place. The discussion focused on design effects and inteviewereffects in face-to-face interviews. Following the recomendations of this meeting theSpanish ESS team studied the impact of interviewers as a new element in the designeffect in the response s variance using the information of the correspondent SampleDesign Data Files. Hierarchical multilevel and cross-classified multilevel analysis areconducted in order to estimate the amount of responses variation due to PSU and tointerviewers for different questions in the survey. Factor such as the age of theinterviewer, gender, workload, training and experience and respondent characteristicssuch as age, gender, renuance to participate and their possible interactions are alsoincluded in the analysis of some specific questions like trust in politicians and trustin legal system . Some recomendations related to future sampling designs and thecontents of the briefing sessions are derived from this initial research.

Generating global brand equity through corporate social responsibility to key stakeholders

In this paper we argue that corporate social responsibility (CSR) to various stakeholders(customers, shareholders, employees, suppliers, and community) has a positive effect on globalbrand equity (BE). In addition, policies aimed at satisfying community interests help reinforcecredibility to social responsible polices with other stakeholders. We test these theoreticalcontentions using panel data comprised of 57 global brands originating from 10 countries (USA,Japan, South Korea, France, UK, Italy, Germany, Finland, Switzerland and the Netherlands) forthe period 2002 to 2008. Our findings show that CSR to each of the stakeholder groups has apositive impact on global BE. In addition, global brands that follow local social responsibilitypolicies over communities obtain strong positive benefits in terms of the generation of BE, as itenhances the positive effects of CSR to other stakeholders, particularly to customers. Therefore,for managers of global brands it is particularly productive for generating brand value to combineglobal strategies with the satisfaction of the interests of local communities.

O Estereótipo na Publicidade em Cabo verde Estudo de Caso das Publicidades produzidas pela Design Comunicação e Imagem (DECO)

O presente trabalho monográfico intitulado “O estereótipo na publicidade em Cabo Verde – Estudo de Caso das Publicidades Produzida pela Design Comunicação e Imagem”, enquadra-se no âmbito do curso de licenciatura em Ciências da Comunicação, vertente Publicidade realizado pela universidade Jean Piaget de Cabo Verde. O presente trabalho visa apresentar as noções conceptuais do estereótipo e a sua dinâmica na publicidade e argumentar sobre alguns efeitos que este elemento pode promover no discurso publicitário. Assim, propôs-se como estudo de caso as publicidades criadas pela empresa DECO: O objectivo é, essencialmente, caracterizar a publicidade que se faz em Cabo Verde, verificando se os publicitários cabo-verdianos estão a explorar os recursos de que dispõem, designadamente os valores, os estilos de vida, estereótipos, etc., para chegar aos seus consumidores. Com a realização deste trabalho, chegou-se a conclusão que, o estereótipo faz parte da vida do homem para o bem ou para o mal. Sem a sua presença seria muito complicado perceber ou descodificar alguns fenómenos que acontecem na sociedade. O estereótipo ajuda na compreensão de informações que a primeira seria complexo de interpretar, tornando-a fácil.

Relatório de Jogos de Marketing - Evolutec-Computer

A Evolutec-Computer é uma empresa especializada em engenharia eletrônica, que recebeu um financiamento de uma firma internacional de acionistas, que decidiu entrar no mercado de produção de microcomputador. Por conseguinte, foi criada uma nova divisão de PC Marketing para prosseguir nesta oportunidade de negócio. A fim de iniciar essa divisão, a Cooporate Headquarters forneceu o capital inicial (dinheiro do investimento). O montante concedido seria usado para abrir escritórios de vendas, design das marcas e realizar atividades de pesquisas R&D para as novas tecnologias. A nossa empresa recebeu 500.000 USD nos primeiros quatro semestres e 5.000.000 USD no quinto semestre, somando um total de 7.000.000 USD. A Evolutec-Computer terá o controlo da divisão de PC para os próximos dois anos (8 semestres/períodos de decisão). Dentro desse prazo, a Coorporate Headquarters espera ver a criação de uma divisão autossuficiente. A equipa criada pela Evolutec terá que ser capaz de gerar proveito das operações e contribuir para o lucro da corporação como um todo. Dentro dos 8 semestres, espera-se obter lucro suficiente para cobrir os investimentos iniciais...The Evolutec-Computer is a company specialized in electronic engineering, which has received funding from an international firm shareholder, who decided to enter the PC production market. Therefore, a new PC Marketing Division was created to pursue this business opportunity. In order to start this division, the Corporate Headquarters provided the initial capital (investment money). The sum would be used to open sales offices, design brands and carry out R & D research activities for new technologies. Our company received $ 500,000 in the first four semesters and $ 5,000,000 in the fifth semester, for a total of $ 7,000,000. The Evolutec-Computer will control the PC division for the next two years (eight semesters/decision periods). Within that period, the Coorporate Headquarters hopes to see the creation of a selfsufficient division. The team set up by Evolutec will have to be able to generate profit from operations and contribute to the profit of the corporation as a whole. Within 8 semesters, is expected to make enough profit to cover the initial investment. The performance of our company will be measured by Headquarter through the Balanced Scorecard, which will be based on financial performance, effectiveness of the marketing plan, market performance, investments in the company's future and wealth creation.