Statistical isomorphism of three-level factional factorial designs

From a statistician's standpoint, the interesting kind of isomorphism for fractional factorial designs depends on the statistical application. Combinatorially isomorphic fractional factorial designs may have different statistical properties when factors are quantitative. This idea is illustrated by using Latin squares of order 3 to obtain fractions of the 3(3) factorial. design in 18 runs.

Relative pleopod length as an indicator of size at sexual maturity in slipper (Scyllarides squammosus) and spiny Hawaiian (Panulirus marginatus) lobsters

Body size at gonadal maturity is described for females of the slipper lobster (Scyllarides squammosus) (Scyllaridae) and the endemic Hawaiian spiny lobster (Panulirus marginatus) (Palinuridae) based on microscopic examination of histological preparations of ovaries. These data are used to validate several morphological metrics (relative exopodite length, ovigerous condition) of functional sexual maturity. Relative exopodite length (“pleopod length”) produced consistent estimates of size at maturity when evaluated with a newly derived statistical application for estimating size at the morphometric maturation point (MMP) for the population, identified as the midpoint of a sigmoid function spanning the estimated boundaries of overlap between the largest immature and smallest adult animals. Estimates of the MMP were related to matched (same-year) characterizations of sexual maturity based on ovigerous condition — a more conventional measure of functional maturity previously used to characterize maturity for the two lobster species. Both measures of functional maturity were similar for the respective species and were within 5% and 2% of one another for slipper and spiny lobster, respectively. The precision observed for two shipboard collection series of pleopod-length data indicated that the method is reliable and not dependent on specialized expertise. Precision of maturity estimates for S. squammosus with the pleopod-length metric was similar to that for P. marginatus with any of the other measures (including conventional evidence of ovigerous condition) and greatly exceeded the precision of estimates for S. squammosus based on ovigerous condition alone. The two measures of functional maturity averaged within 8% of the estimated size at gonadal maturity for the respective species. Appendage-to-body size proportions, such as the pleopod length metric, hold great promise, particularly for species of slipper lobsters like S. squammosus for which there exist no other reliable conventional morphological measures of sexual maturity. Morphometric proportions also should be included among the factors evaluated when assessing size at sexual maturity in spiny lobster stocks; previously, these proportions have been obtained routinely only for brachyuran crabs within the Crustacea.

Residence and Autonomy in Postcolonial Maharashtra

Réalisé à l'aide de données harmonisées par le Integrated Public Use Microdata Series (IPUMS).

Seis sigma : um estudo aplicado ao setor eletrônico

O tema deste trabalho é a metodologia Seis Sigma. O objetivo principal é apresentar e desenvolver uma metodologia para aplicação do Seis Sigma e desenvolver estudo aplicado. Inicialmente, é realizada uma revisão bibliográfica, enfocando os temas qualidade, satisfação do cliente e Seis Sigma. Na seqüência, é apresentada uma proposta de modelo para a aplicação do Seis Sigma em processos industriais. O modelo proposto aborda a estrutura para aplicação do Seis Sigma, os treinamentos e as principais atividades e ferramentas do ciclo DMAIC (Define, Measure, Analyse, Improve e Control). O modelo proposto é aplicado através de uma série de projetos. Um desses projetos é descrito detalhadamente, ilustrando o modelo proposto. Os resultados apresentados na aplicação do Seis Sigma são amplamente positivos. Os resultados obtidos abrangem melhorias radicais de qualidade, produtividade e custos. As atividades e ferramentas que apresentaram melhores resultados são destacadas. Apesar do Seis Sigma estar associado à aplicação intensiva de estatística, verifica-se que, de um modo geral, o Seis Sigma pode ser aplicado de um modo mais simplificado.

Gestão ambiental e competitividade no setor da construção civil :um estudo sobre a aceitabilidade de práticas ambientais no mercado imobiliário

This work investigates the importance of Eco-Materiais applied in the civil construction and the necessity of knowledge of the real estate market, showing the importance of application of recycled products where inserted inside of a bigger scope of the sustainable development which has the subjects as the ambient management. In the theoretical referencial boarded the recycled and perfectly ecological products that demonstrate the applicability of this type of products in the sector of the civil construction, beyond the economic and social placesThe main popouse of the real estate sector is to show the awareness and demonstration in the negotiation of property constructed with these products, therefore, already it is practised by the market of the civil construction where much time sao commercialized by real estate and the its correctors lacking in same knowledge that is more deepened on these materials, having this evidence been made with statistical application of questionnaire and analyzed with base. We finish showing the statistical results with application of 142 questionnaires in a universe of 145 real estate from Natal/RN. With this, we may say that today exists a very strong concern with the environmental laws and the generated ambient impact in the civil construction and that the real estate sector has a feeling that the necessity of if inserting in this process, therefore, the real estate market in our State is in expansion and sensible to the necessity of changes, since the Natal/RN meets in the script of the tourism the International demanding of the professional that a globalized knowledge works with property, so the necessity of understanding the environmental laws and understanding application of the echo-materias used in the construction will give a better quality of life and at the same time to protect the nature

Climatic variables and altitude as predictors of anuran species richness and number of reproductive modes in Brazil

Because anuran species are highly dependent on environmental variables, we hypothesized that anuran species richness and the number of reproductive modes from different Brazilian localities vary according to climatic and altitudinal variables. Published data were compiled from 36 Brazilian localities and climatic and altitudinal data were extracted from an available database. A partial redundancy analysis (pRDA) showed that 23.5% of the data set's variation was explained by climatic and altitudinal data, while the remaining 76.5% remained unexplained. This analysis suggests that other factors not analysed herein may also be important for predicting anuran species richness and the number of reproductive modes in Brazil. Altitude and total annual rainfall were positively correlated with anuran species richness and the number of reproductive modes, and total annual rainfall was strongly associated with these two biotic variables in the triplot of pRDA. The positive association of total annual rainfall and the negative association of the concentration of annual rainfall were already expected based on physiological and reproductive requirements of anurans. On the other hand, temperature was not associated with richness or the number of reproductive modes. Copyright © 2010 Cambridge University Press.

Fonte alternativa de nitrogênio na adubação de pastagem de capim-tobiatã

Pós-graduação em Zootecnia - FMVZ

La competencia lingüística en el uso de los grupos nominales en inglés académico y profesional y su didáctica: estudio empírico

Esta tesis doctoral consiste en un estudio empírico de la competencia lingüística del alumnado de la Escuela Técnica Superior de Ingenieros Industriales (ETSII), de la Universidad Politécnica de Madrid (UPM) en el uso de los grupos nominales (GN) en inglés profesional y académico (IPA). Mediante el análisis estadístico de los datos de las pruebas de nivel de inglés general y de conocimiento de los rasgos lingüísticos diferenciadores del IPA, se ha buscado constatar que los GN, tan presentes en los textos ingleses de carácter científico-técnico, son uno de los rasgos IPA que más dificultad presenta para el alumnado de ingeniería de habla española, cuya enseñanza es necesario abordar de forma diferenciada para que se puedan usar correctamente. El trabajo comienza presentando las características lingüísticas generales del IPA, entre las que destaca la frecuente presencia de los GN en las comunicaciones de carácter científico y técnico. Comprueba la hipótesis de que la comprensión y el uso de los GN es el rasgo lingüístico que ofrece mayor dificultad para esta población. Se detiene en explicar las propiedades de los GN en inglés y de las palabras que lo forman; es decir, muestra clases de palabras, regularidades y excepciones que están presentes en los textos científico-técnicos. También expone y razona el comportamiento de las distintas categorías gramaticales que pueden figurar como premodificadoras y se centra en ejemplos reales y datos objetivos, para llegar a conclusiones cuantitativas sobre el uso y la frecuencia de los GN en el discurso científico-técnico, así como en los diferentes grados de dificultad que dichas construcciones presentan al alumnado. El método de investigación seguido consiste en la recopilación y análisis estadístico de los datos procedentes de una muestra de población de alumnos de 5º curso de la ETSII de la UPM utilizando el análisis de la varianza ANOVA. Los datos se han tratado teniendo en cuenta el nivel general de inglés de cada alumno, según el Marco Común Europeo de Referencia para las Lenguas (MCERL), que oscila entre el nivel A2 y el C1, con una mayor frecuencia de B1 y B2. Las conclusiones se basan en el análisis de los datos empíricos obtenidos, que nos permiten deducir unos principios generales relevantes respecto al uso de los GN –simples y complejos- en el inglés para la ciencia y la tecnología (ICT) y al grado de dificultad que sus distintos tipos presentan al alumnado, con un grado de confianza superior al 95%. A partir de estos datos se ofrece un planteamiento didáctico que facilite la comprensión y elaboración de los distintos tipos de GN. La estructura general de la tesis se divide en seis capítulos. El capítulo 1 es una introducción en la que se presentan las razones que han motivado esta tesis, las hipótesis, los objetivos y la metodología de la misma. En el capítulo 2 se recogen los rasgos lingüísticos distintivos del ICT, incidiendo en la relación competencia comunicativa/competencia lingüística. En el capítulo 3 se analizan los GN profundizando en aspectos lingüísticos. El capítulo 4 se centra en el estudio empírico propiamente dicho y en el análisis estadístico de los datos. Del análisis se extraen las conclusiones objetivas sobre la dificultad que presentan los diferentes rasgos IPA analizados, con detenimiento en los GN simples y complejos. El capítulo 5 ofrece un planteamiento didáctico práctico sobre la enseñanza de los GN en el contexto del ICT, con una investigación sobre el terreno y el análisis estadístico de los resultados obtenidos antes y después de la aplicación didáctica. En el capítulo 6 se comentan los resultados obtenidos a lo largo del estudio, aportando las conclusiones, las limitaciones y las recomendaciones para futuros trabajos de investigación sobre el tema de la tesis. ABSTRACT This doctoral thesis consists of an empirical study of the linguistic competence of the Technical University of Madrid (UPM) industrial engineering students on the use of nominal groups (NG) in English for Academic and Professional Purposes (EAPP). In order to confirm that NG is the EAPP linguistic feature that presents the greatest difficulty to Spanish engineering students, a statistical analysis of the data obtained from the application of a general English test and the EAPP linguistic features tests -developed for this purpose- was carried out. Consequently, this linguistic feature needs to be specifically taught in order to be used correctly by Spanish engineering students. The study begins by presenting the general language characteristics of EAPP, among which the frequent presence of NG in scientific and technical writings stands out. It verifies the hypothesis that the understanding and use of NG in English is the most difficult linguistic feature for Spanish engineering students. It explains the features of English NG analyzing the words they are composed of by depicting the types of words, regularities and exceptions that are present in technical and scientific English. It also explains the behavior of the different grammar categories that act as pre-modifiers of the noun and focuses on real examples taken from authentic publications and quantitative data, to reach objective conclusions about the use and degree of difficulty of the NG for the students. The research methodology includes the gathering of data from the 5th year industrial engineering students´ tests and analyzing them by means of the ANOVA statistical application. The data have been treated in relation to the students’ Common European Framework of Reference for Languages (CEFRL) levels, which range from A2 to C1, although the majority lye between B1 and B2 levels. The conclusions are based on the results, which allow us to obtain relevant information about the understanding and use of NG –simple and complex- by the focus group, with a 95% confidence level. From these data, a methodological approach to NG teaching has been tested to help students to acquire such linguistic feature. The general structure of this thesis is divided into six chapters. The first is an introduction containing the reasons that have motivated this piece of research, the hypotheses, objectives and methodology employed. The second deals with the distinctive linguistic features of EST underlying the concepts of linguistic and communicative competence. Chapter three focuses on the grammar aspects of NG. Chapter four contains the empirical study and the statistical analysis of the data. Results allow us to reach objective conclusions about the degree of difficulty of the EAPP linguistic features studied, focusing on simple and complex NG. Chapter five discusses a methodological approach to the teaching of NG in an EST context, comparing students’ test results before and after the NG teaching application. Finally, chapter six discusses the findings obtained along the study, presenting the conclusions, limitations and recommendations for future research in this area.

Sequential, Bayesian geostatistics:a principled method for large data sets

The principled statistical application of Gaussian random field models used in geostatistics has historically been limited to data sets of a small size. This limitation is imposed by the requirement to store and invert the covariance matrix of all the samples to obtain a predictive distribution at unsampled locations, or to use likelihood-based covariance estimation. Various ad hoc approaches to solve this problem have been adopted, such as selecting a neighborhood region and/or a small number of observations to use in the kriging process, but these have no sound theoretical basis and it is unclear what information is being lost. In this article, we present a Bayesian method for estimating the posterior mean and covariance structures of a Gaussian random field using a sequential estimation algorithm. By imposing sparsity in a well-defined framework, the algorithm retains a subset of “basis vectors” that best represent the “true” posterior Gaussian random field model in the relative entropy sense. This allows a principled treatment of Gaussian random field models on very large data sets. The method is particularly appropriate when the Gaussian random field model is regarded as a latent variable model, which may be nonlinearly related to the observations. We show the application of the sequential, sparse Bayesian estimation in Gaussian random field models and discuss its merits and drawbacks.

Classification of Airborne LIDAR Intensity Data Using Statistical Analysis and Hough Transform with Application to Power Line Corridors

Light Detection and Ranging (LIDAR) has great potential to assist vegetation management in power line corridors by providing more accurate geometric information of the power line assets and vegetation along the corridors. However, the development of algorithms for the automatic processing of LIDAR point cloud data, in particular for feature extraction and classification of raw point cloud data, is in still in its infancy. In this paper, we take advantage of LIDAR intensity and try to classify ground and non-ground points by statistically analyzing the skewness and kurtosis of the intensity data. Moreover, the Hough transform is employed to detected power lines from the filtered object points. The experimental results show the effectiveness of our methods and indicate that better results were obtained by using LIDAR intensity data than elevation data.

Vibration of L-shaped plates under a deterministic force or moment excitation : a case of statistical energy analysis application

Analytical and closed form solutions are presented in this paper for the vibration response of an L-shaped plate under a point force or a moment excitation. Inter-relationships between wave components of the source and the receiving plates are clearly defined. Explicit expressions are given for the quadratic quantities such as input power, energy flow and kinetic energy distributions of the L-shaped plate. Applications of statistical energy analysis (SEA) formulation in the prediction of the vibration response of finite coupled plate structures under a single deterministic forcing are examined and quantified. It is found that the SEA method can be employed to predict the frequency averaged vibration response and energy flow of coupled plate structures under a deterministic force or moment excitation when the structural system satisfies the following conditions: (1) the coupling loss factors of the coupled subsystems are known; (2) the source location is more than a quarter of the plate bending wavelength away from the source plate edges in the point force excitation case, or is more than a quarter wavelength away from the pair of source plate edges perpendicular to the moment axis in the moment excitation case due to the directional characteristic of moment excitations. SEA overestimates the response of the L-shaped plate when the source location is less than a quarter bending wavelength away from the respective plate edges owing to wave coherence effect at the plate boundary

Spectral–texture feature extraction using statistical moments with application to object-based vegetation species classification

The use of appropriate features to characterise an output class or object is critical for all classification problems. In order to find optimal feature descriptors for vegetation species classification in a power line corridor monitoring application, this article evaluates the capability of several spectral and texture features. A new idea of spectral–texture feature descriptor is proposed by incorporating spectral vegetation indices in statistical moment features. The proposed method is evaluated against several classic texture feature descriptors. Object-based classification method is used and a support vector machine is employed as the benchmark classifier. Individual tree crowns are first detected and segmented from aerial images and different feature vectors are extracted to represent each tree crown. The experimental results showed that the proposed spectral moment features outperform or can at least compare with the state-of-the-art texture descriptors in terms of classification accuracy. A comprehensive quantitative evaluation using receiver operating characteristic space analysis further demonstrates the strength of the proposed feature descriptors.