Secure and Scalable Statistical Computation of Questionnaire Data in R

Collecting data via a questionnaire and analyzing them while preserving respondents’ privacy may increase the number of respondents and the truthfulness of their responses. It may also reduce the systematic differences between respondents and non-respondents. In this paper, we propose a privacy-preserving method for collecting and analyzing survey responses using secure multi-party computation (SMC). The method is secure under the semi-honest adversarial model. The proposed method computes a wide variety of statistics. Total and stratified statistical counts are computed using the secure protocols developed in this paper. Then, additional statistics, such as a contingency table, a chi-square test, an odds ratio, and logistic regression, are computed within the R statistical environment using the statistical counts as building blocks. The method was evaluated on a questionnaire dataset of 3,158 respondents sampled for a medical study and simulated questionnaire datasets of up to 50,000 respondents. The computation time for the statistical analyses linearly scales as the number of respondents increases. The results show that the method is efficient and scalable for practical use. It can also be used for other applications in which categorical data are collected.

Automatic Target Recognition in Synthetic Aperture Radar Imagery: A State-of-the-Art Review

The purpose of this paper is to survey and assess the state-of-the-art in automatic target recognition for synthetic aperture radar imagery (SAR-ATR). The aim is not to develop an exhaustive survey of the voluminous literature, but rather to capture in one place the various approaches for implementing the SAR-ATR system. This paper is meant to be as self-contained as possible, and it approaches the SAR-ATR problem from a holistic end-to-end perspective. A brief overview for the breadth of the SAR-ATR challenges is conducted. This is couched in terms of a single-channel SAR, and it is extendable to multi-channel SAR systems. Stages pertinent to the basic SAR-ATR system structure are defined, and the motivations of the requirements and constraints on the system constituents are addressed. For each stage in the SAR-ATR processing chain, a taxonomization methodology for surveying the numerous methods published in the open literature is proposed. Carefully selected works from the literature are presented under the taxa proposed. Novel comparisons, discussions, and comments are pinpointed throughout this paper. A two-fold benchmarking scheme for evaluating existing SAR-ATR systems and motivating new system designs is proposed. The scheme is applied to the works surveyed in this paper. Finally, a discussion is presented in which various interrelated issues, such as standard operating conditions, extended operating conditions, and target-model design, are addressed. This paper is a contribution toward fulfilling an objective of end-to-end SAR-ATR system design.

MODELO PARA EL ANÁLISIS DEL FORTALECIMIENTO SOCIOECONÓMICO DE LAS MIPYMES EN COSTA RICA

Resumen El efecto de múltiples variables sobre el bienestar social y económico en las pequeñas y medianas empresas puede ser analizado tomando en cuenta las condiciones sistémicas en el modelo propuesto. Este artículo ofrece un marco teórico o modelo para comprender y explicar la relación entre las variables independientes tales como el crédito, mercados, empresariedad, entre otras, y la variable dependiente tal como los ingresos, la producción o el empleo. El propósito fundamental es organizar la mayoría de variables para determinar porqué los ingresos y el empleo no es sostenible par alas pequeñas y medianas empresas. Por lo tanto, factores sociales, económicos así como culturales e institucionales han sido incluidos en el análisis. El modelo desarrollado puede ayudar a mejorar el diseño de estrategias para lograr el éxito de las pequeñas y medianas empresas y el marco de política pública para el gobierno en Costa Rica.   Abstract The effect of multiples variables on the social and economic welfare in the Small and medium size enterprises can be analized taking in account systemic conditions in this model.This paper offers a theoretical framework or model to understand and explain the relationship between independent variables such as credit, markets, entrepreneurship, among others, and dependent variable such as incomes, production or employment rate. The main idea is organize the all variables to determine why the income or employment level is not sustainable for SMEs. Therefore, social and economic factors as well as cultural and institutional components have been included in this analysis. The developed model can help to improve design and management of competitiveness strategies for SMEs and policy framework for the government in Costa Rica.

Pobreza rural e desenvolvimiento agrícola no sul do Brasil: Umaanalise a partir do Estado do Rio Grande do Sul

Resumo Oartigo discute o desenvolvimento  agrário, as desigualdades regionais e a pobreza em nas áreas rurais do Rio Grande do Sul. A principal inspiraçäo de um estudio técnico sobre a pobreza rural no ámbito do projeto RS-2010, coordenado pela Secretaria de Estado da Coordenaçäo e Planejamento, no ano de 1997. Na introduçäo säo apresentados alguns indicadores conceituais e estimativas da pobreza brasileira como também as marcante diferenças entre os pobres rurais e urbanos…

A formação qualificada em secretariado – o papel do ensino superior politécnico na transferência de conhecimento

O presente artigo pretende evidenciar a importância da mudança de paradigma que temos assistido em relação ao perfil do secretariado e das funções que lhes são inerentes e exigidas pelo mercado de trabalho, em organizações que se pretendem competitivas e eficientes. Pretende-se ainda demonstrar de que forma a transferência de conhecimento e os critérios de formação de nível 6 (segundo o referencial europeu de qualificação, que corresponde ao grau de licenciatura em Portugal) exigidos no Espaço Europeu de Ensino Superior contribuem para a preparação de profissionais qualificados e diferenciados para o desempenho do apoio de secretariado nas mais diversas áreas de atuação.

Resolución 050 del 06 de mayo de 2013: Por medio de la cual se deja sin efecto la renovación de una matricula mercantil y se traslado un pago

Servicios registrales