854 resultados para Autoregressive moving average (ARMA)


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In this paper we try to fit a threshold autoregressive (TAR) model to time series data of monthly coconut oil prices at Cochin market. The procedure proposed by Tsay [7] for fitting the TAR model is briefly presented. The fitted model is compared with a simple autoregressive (AR) model. The results are in favour of TAR process. Thus the monthly coconut oil prices exhibit a type of non-linearity which can be accounted for by a threshold model.

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This work aims to study the variation in subduction zone geometry along and across the arc and the fault pattern within the subducting plate. Depth of penetration as well as the dip of the Benioff zone varies considerably along the arc which corresponds to the curvature of the fold- thrust belt which varies from concave to convex in different sectors of the arc. The entire arc is divided into 27 segments and depth sections thus prepared are utilized to investigate the average dip of the Benioff zone in the different parts of the entire arc, penetration depth of the subducting lithosphere, the subduction zone geometry underlying the trench, the arctrench gap, etc.The study also describes how different seismogenic sources are identified in the region, estimation of moment release rate and deformation pattern. The region is divided into broad seismogenic belts. Based on these previous studies and seismicity Pattern, we identified several broad distinct seismogenic belts/sources. These are l) the Outer arc region consisting of Andaman-Nicobar islands 2) the back-arc Andaman Sea 3)The Sumatran fault zone(SFZ)4)Java onshore region termed as Jave Fault Zone(JFZ)5)Sumatran fore arc silver plate consisting of Mentawai fault(MFZ)6) The offshore java fore arc region 7)The Sunda Strait region.As the Seismicity is variable,it is difficult to demarcate individual seismogenic sources.Hence, we employed a moving window method having a window length of 3—4° and with 50% overlapping starting from one end to the other. We succeeded in defining 4 sources each in the Andaman fore arc and Back arc region, 9 such sources (moving windows) in the Sumatran Fault zone (SFZ), 9 sources in the offshore SFZ region and 7 sources in the offshore Java region. Because of the low seismicity along JFZ, it is separated into three seismogenic sources namely West Java, Central Java and East Java. The Sunda strait is considered as a single seismogenic source.The deformation rates for each of the seismogenic zones have been computed. A detailed error analysis of velocity tensors using Monte—Carlo simulation method has been carried out in order to obtain uncertainties. The eigen values and the respective eigen vectors of the velocity tensor are computed to analyze the actual deformation pattem for different zones. The results obtained have been discussed in the light of regional tectonics, and their implications in terms of geodynamics have been enumerated.ln the light of recent major earthquakes (26th December 2004 and 28th March 2005 events) and the ongoing seismic activity, we have recalculated the variation in the crustal deformation rates prior and after these earthquakes in Andaman—Sumatra region including the data up to 2005 and the significant results has been presented.ln this chapter, the down going lithosphere along the subduction zone is modeled using the free air gravity data by taking into consideration the thickness of the crustal layer, the thickness of the subducting slab, sediment thickness, presence of volcanism, the proximity of the continental crust etc. Here a systematic and detailed gravity interpretation constrained by seismicity and seismic data in the Andaman arc and the Andaman Sea region in order to delineate the crustal structure and density heterogeneities a Io nagnd across the arc and its correlation with the seismogenic behaviour is presented.

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Thomas-Fermi theory is developed to evaluate nuclear matrix elements averaged on the energy shell, on the basis of independent particle Hamiltonians. One- and two-body matrix elements are compared with the quantal results, and it is demonstrated that the semiclassical matrix elements, as function of energy, well pass through the average of the scattered quantum values. For the one-body matrix elements it is shown how the Thomas-Fermi approach can be projected on good parity and also on good angular momentum. For the two-body case, the pairing matrix elements are considered explicitly.

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Semiclassical theories such as the Thomas-Fermi and Wigner-Kirkwood methods give a good description of the smooth average part of the total energy of a Fermi gas in some external potential when the chemical potential is varied. However, in systems with a fixed number of particles N, these methods overbind the actual average of the quantum energy as N is varied. We describe a theory that accounts for this effect. Numerical illustrations are discussed for fermions trapped in a harmonic oscillator potential and in a hard-wall cavity, and for self-consistent calculations of atomic nuclei. In the latter case, the influence of deformations on the average behavior of the energy is also considered.

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The present thesis concentrates largely on sound radiation from floating structure due to moving load

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When variables in time series context are non-negative, such as for volatility, survival time or wave heights, a multiplicative autoregressive model of the type Xt = Xα t−1Vt , 0 ≤ α < 1, t = 1, 2, . . . may give the preferred dependent structure. In this paper, we study the properties of such models and propose methods for parameter estimation. Explicit solutions of the model are obtained in the case of gamma marginal distribution

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The classical methods of analysing time series by Box-Jenkins approach assume that the observed series uctuates around changing levels with constant variance. That is, the time series is assumed to be of homoscedastic nature. However, the nancial time series exhibits the presence of heteroscedasticity in the sense that, it possesses non-constant conditional variance given the past observations. So, the analysis of nancial time series, requires the modelling of such variances, which may depend on some time dependent factors or its own past values. This lead to introduction of several classes of models to study the behaviour of nancial time series. See Taylor (1986), Tsay (2005), Rachev et al. (2007). The class of models, used to describe the evolution of conditional variances is referred to as stochastic volatility modelsThe stochastic models available to analyse the conditional variances, are based on either normal or log-normal distributions. One of the objectives of the present study is to explore the possibility of employing some non-Gaussian distributions to model the volatility sequences and then study the behaviour of the resulting return series. This lead us to work on the related problem of statistical inference, which is the main contribution of the thesis

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This resource is for Health Scientists

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Este artículo especializado se adentra en la definición, argumentación y demostración de un fenómeno comunicativo denominado regionalismo informativo. Esta problemática involucra a los canales de televisión privada y regional, así como pone de manifiesto las responsabilidades estatales. Con el objetivo de validar la hipótesis de la existencia del regionalismo informativo, se llevó a cabo una investigación que recolectó datos cuantitativos y cualitativos que, junto a la valiosa información brindada por especialistas en el tema, ayudó a desenmascarar las características más relevantes de este moderno fenómeno. Se determinó que la relación entre intereses comerciales y medios televisivos privados constituye un riesgo notable para las sanas prácticas del servicio de la televisión. Ante este panorama, se detectó que los canales regionales toman suprema importancia de acuerdo con los ideales y objetivos por los cuales fueron creados.

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Los Estados recurren a la coordinación interagencial cuando enfrentan situaciones complejas como garantizar la legitimidad estatal en territorios recuperados militarmente. En el momento que dos o más entidades deciden cooperar, deben establecer mecanismos para la coordinación de sus acciones y relacionar los esfuerzos individuales con objetivos comunes. El gobierno Uribe ha definido como prioridad el establecimiento de instancias de coordinación interagencial para complementar la Política de Seguridad Democrática con acciones para fortalecer la gobernabilidad, legitimidad y confianza de los ciudadanos en el Estado, en el marco de la recuperación social del territorio.Este artículo (i) presenta una aproximación inicial a la teoría de coordinación interagencial y describe algunas experiencias internacionales y nacionales; (ii) define el fundamento legal y de política del trabajo cívico-militar coordinado en Colombia; (iii) presenta el trabajo para la recuperación social que realiza el Centro de Coordinación de Acción Integral de la Presidencia de la República –CCAI–, mostrando algunos avances en esta tarea; y (iv) finaliza concluyendo que la seguridad e inversión social no son excluyentes y deben ir de la mano, y es necesario consolidar y asegurar la sostenibilidad de la labor realizada.-----Modern states resort to interagency coordination when they face complex situations such as warranting state legitimacy in territories militarily reclaimed. When two or more agencies decide to cooperate, they must establish certain mechanisms to coordinate their actions and to unite individual efforts towards the achievement of common goals. One of the main priorities of President Uribe’s Administration is the establishment of interagency coordination groups to complement the Democratic Security Policy with actions aimed at strengthening governance, legitimacy and citizens’ trust in the State, all this within the general framework of the territories’ overall social recovery.This article (i) presents a first approach to interagency coordination theories and describes some relevant international and national experiences; (ii) defines the legal basis and policy framework behind the coordinated civil-military interagency work done in Colombia; (iii) presents the work being done by the Centro de Coordinación de Acción Integral de la Presidencia de la República (Comprehensive Action Coordination Center of the Colombian President’s Office, CCAI) for the social recovery of the national territory, highlighting some breakthroughs in this field; and (iv) concludes with the assertion that security issues and social investment should not be mutually exclusive, that they have to go hand in hand, and that it is necessary to consolidate and warrant the sustainability of the work done so far.

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Introducción: El trauma vascular en nuestro país es común, causando mortalidad en la población entre 15-44 años; como causa principal, las heridas por arma corto punzante en los miembros superiores lideran sobre las de arma de fuego y los miembros inferiores. En Colombia se cuenta con algunos registros de trauma vascular secundario a la guerra, por lo que con este trabajo buscamos describir la población afectada de la localidad octava como punto inicial para estudios analíticos. Metodología: revisión de la base de datos de los pacientes llevados a cirugía en el hospital de Kennedy, de los cuales se extrajeron aquellos con trauma vascular, recolección de las variables a estudiar y análisis de las mismas. Resultados: encontramos 1267 pacientes que consultaron por trauma, de ellos 32 cursaron con trauma vascular, llevados a cirugía(0,3%), el promedio de edad fue de 24 años, la mayoría de sexo masculino (84%); el 72% fueron heridas por arma blanca, 56% fueron heridas múltiples, afectando en el 41% a las extremidades superiores; las lesiones en cuello casi igualan a las heridas en miembros inferiores con un 28%, solo se presentó un caso de amputación y no se presentaron mortalidades. Discusión: en Colombia hacen falta estudios acerca de esta patología que aunque común esta subpublicada, este estudio es tan solo un paso que nos introduce en las características demográficas, y algunas característica clínicas interesantes en comparación a la literatura mundial consultada

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Resumen del documento en catalán