827 resultados para Twitter Financial Market Pearson cross correlation
Resumo:
A complexidade crescente no ambiente de trabalho tem exigido capacidade de adaptação dos empregados, com papéis exigindo maior flexibilidade e criatividade para superar os desafios que se apresentam. Ciclos de vida de produtos cada vez menores num mercado muito agressivo têm acarretado enormes pressões nos empregados, com efeitos colaterais na saúde, como estresse e doenças psicossomáticas. O tratamento de doenças, embora relevante para minimizar o sofrimento humano, não tem sido suficiente para dar respostas desejadas neste ambiente de trabalho numa concepção de saúde que abranja o bem-estar e que permita aos empregados enfrentar melhor os desafios que se apresentam. O campo da psicologia positiva, voltada ao estudo dos fatores que propiciam o florescimento das pessoas, permite às organizações, gestores e empregados ampliar o leque de alternativas possíveis para melhorar a saúde das pessoas, com reflexos positivos para as organizações. O objetivo deste estudo visou a confirmar se os valores organizacionais, percepção de suporte organizacional e percepções de justiça (distributiva e de procedimentos) são antecedentes de bem-estar no trabalho, um construto composto das variáveis de satisfação no trabalho, envolvimento com o trabalho, e comprometimento organizacional afetivo. A amostra envolveu 404 trabalhadores atuando em empresas na região da Grande São Paulo, sendo 209 do sexo masculino e 193 do sexo feminino. Dividiu-se a amostra a partir de dois agrupamentos de empresas, o setor financeiro (compreendendo uma empresa com 243 respondentes) e o setor não financeiro (compreendendo 13 empresas com um total de 161 respondentes). Como instrumento para coleta de dados utilizou-se de um questionário composto de sete escalas, abrangendo as três variáveis de bem-estar no trabalho e as quatro variáveis independentes estudadas como seus antecedentes. Os resultados deste estudo, nos dois setores estudados, confirmaram que a percepção de suporte organizacional e a percepção de justiça distributiva acarretam maior satisfação no trabalho. A justiça de procedimentos também mostrou capacidade preditiva de satisfação no trabalho para o setor financeiro. O valor organizacional autonomia confirmou-se como antecedente de envolvimento com o trabalho nos dois setores. O valor organizacional realização e a percepção de justiça de procedimentos posicionaram-se como antecedentes de comprometimento organizacional afetivo para os setores não financeiro e financeiro, respectivamente. O valor organizacional preocupação com a coletividade e a percepção de suporte organizacional mostraram capacidade preditiva de comprometimento organizacional afetivo para os setores financeiro e não financeiro, respectivamente. Os resultados revelam que se promove o bem-estar no trabalho quando, nas organizações, se adotam políticas e práticas que dêem suporte e tratamento digno aos empregados, reforçando valores organizacionais que promovam um ambiente propício à inovação e à criatividade, com maior autonomia, onde os gestores valorizam a competência e o sucesso dos trabalhadores, e onde se predomina a honestidade e a sinceridade nas relações entre as pessoas e a organização. Os empregados tenderão a desenvolver transações típicas das trocas sociais, investindo seus esforços para a organização, com base na confiança e na lealdade.
Resumo:
A fadiga é um sintoma inespecífico, encontrado com freqüência na população. Ela é definida como sensação de cansaço físico profundo, perda de energia ou mesmo sensação de exaustão, e é importante a sua diferenciação com depressão ou fraqueza. Os transtornos depressivos e ansiosos constituem os transtornos psiquiátricos mais freqüentes no idoso, e quase sempre dão lugar a conseqüências graves neste grupo etário. Este estudo visa avaliar a influência da ansiedade e depressão sobre o desencadeamento de fadiga e evolução de problemas de saúde e de comportamentos peculiares ao processo de envelhecimento. Trata-se de um estudo, do tipo caso-controle investigando ansiedade, depressão e fadiga. Foram avaliados 61 indivíduos com 60 anos de idade ou mais. Um grupo controle constituído por 60 indivíduos jovens (idade até 35 anos), foram selecionados entre estudantes do Centro Universitário de Santo André que responderam um Questionário de Características Gerais, um Inventário de Ansiedade traço-estado, um Inventário de Depressão de Beck e uma Escala de Severidade de Fadiga. O grupo de idosos apresentou um escore significativamente maior em relação ao grupo controle na escala de severidade de fadiga. O grupo de idosos apresentou escore médio de 36,87 ± 14,61 enquanto o grupo controle apresentou escore médio de 31,47 ± 12,74 (t = 2,167; df = 119; p = 0,032). No entanto, o grupo de idosos apresentou escores significativamente maiores na escala de Beck (10,54 ± 8,63) em relação aos controles (6,83 ± 7,95); t = 2,455; df = 119; p = 0,016). Analisando-se apenas o grupo de indivíduos idosos, observou-se uma correlação significativa entre os escore da escala de severidade de fadiga e a escala de depressão de Beck (correlação de Pearson = 0,332; p = 0,009). Ainda trabalhando apenas com o grupo de indivíduos idosos, observou-se um escore significativamente maior da escala de severidade de fadiga naqueles indivíduos que praticavam atividade física regular, sendo, escore médio de 31,55 ± 13,36; (t = 2,203; df = 58; p = 0,032). A partir da análise dos resultados deste estudo pôde-se concluir que o grupo de indivíduos idosos apresentam estatisticamente significante escore maior, quando comparado com o grupo controle, apresentando mais sintomas de fadiga e depressão. Estes sintomas de fadiga ocorreram em conjunto com sintomas depressivos sugerindo uma possível correlação entre estes. Quando se observou apenas os idosos, esta correlação foi confirmada. Analisado-se ainda somente o grupo de indivíduos idosos observa-se que o grupo de idosos que praticam atividade física regularmente apresentam menos sintomas fadiga que o grupo que não pratica atividade física.(AU)
Resumo:
Most traditional methods for extracting the relationships between two time series are based on cross-correlation. In a non-linear non-stationary environment, these techniques are not sufficient. We show in this paper how to use hidden Markov models (HMMs) to identify the lag (or delay) between different variables for such data. We first present a method using maximum likelihood estimation and propose a simple algorithm which is capable of identifying associations between variables. We also adopt an information-theoretic approach and develop a novel procedure for training HMMs to maximise the mutual information between delayed time series. Both methods are successfully applied to real data. We model the oil drilling process with HMMs and estimate a crucial parameter, namely the lag for return.
Resumo:
Most traditional methods for extracting the relationships between two time series are based on cross-correlation. In a non-linear non-stationary environment, these techniques are not sufficient. We show in this paper how to use hidden Markov models to identify the lag (or delay) between different variables for such data. Adopting an information-theoretic approach, we develop a procedure for training HMMs to maximise the mutual information (MMI) between delayed time series. The method is used to model the oil drilling process. We show that cross-correlation gives no information and that the MMI approach outperforms maximum likelihood.
Resumo:
An increasing number of neuroimaging studies are concerned with the identification of interactions or statistical dependencies between brain areas. Dependencies between the activities of different brain regions can be quantified with functional connectivity measures such as the cross-correlation coefficient. An important factor limiting the accuracy of such measures is the amount of empirical data available. For event-related protocols, the amount of data also affects the temporal resolution of the analysis. We use analytical expressions to calculate the amount of empirical data needed to establish whether a certain level of dependency is significant when the time series are autocorrelated, as is the case for biological signals. These analytical results are then contrasted with estimates from simulations based on real data recorded with magnetoencephalography during a resting-state paradigm and during the presentation of visual stimuli. Results indicate that, for broadband signals, 50-100 s of data is required to detect a true underlying cross-correlations coefficient of 0.05. This corresponds to a resolution of a few hundred milliseconds for typical event-related recordings. The required time window increases for narrow band signals as frequency decreases. For instance, approximately 3 times as much data is necessary for signals in the alpha band. Important implications can be derived for the design and interpretation of experiments to characterize weak interactions, which are potentially important for brain processing.
Resumo:
This thesis discusses the need for nondestructive testing and highlights some of the limitations in present day techniques. Special interest has been given to ultrasonic examination techniques and the problems encountered when they are applied to thick welded plates. Some suggestions are given using signal processing methods. Chapter 2 treats the need for nondestructive testing as seen in the light of economy and safety. A short review of present day techniques in nondestructive testing is also given. The special problems using ultrasonic techniques for welded structures is discussed in Chapter 3 with some examples of elastic wave propagation in welded steel. The limitations in applying sophisticated signal processing techniques to ultrasonic NDT~ mainly found in the transducers generating or receiving the ultrasound. Chapter 4 deals with the different transducers used. One of the difficulties with ultrasonic testing is the interpretation of the signals encountered. Similar problems might be found with SONAR/RADAR techniques and Chapter 5 draws some analogies between SONAR/RADAR and ultrasonic nondestructive testing. This chapter also includes a discussion on some on the techniques used in signal processing in general. A special signal processing technique found useful is cross-correlation detection and this technique is treated in Chapter 6. Electronic digital compute.rs have made signal processing techniques easier to implement -Chapter 7 discusses the use of digital computers in ultrasonic NDT. Experimental equipment used to test cross-correlation detection of ultrasonic signals is described in Chapter 8. Chapter 9 summarises the conclusions drawn during this investigation.
Resumo:
We have simulated the performance of various apertures used in Coded Aperture Imaging - optically. Coded pictures of extended and continuous-tone planar objects from the Annulus, Twin Annulus, Fresnel Zone Plate and the Uniformly Redundant Array have been decoded using a noncoherent correlation process. We have compared the tomographic capabilities of the Twin Annulus with the Uniformly Redundant Arrays based on quadratic residues and m-sequences. We discuss the ways of reducing the 'd. c.' background of the various apertures used. The non-ideal System-Point-Spread-Function inherent in a noncoherent optical correlation process produces artifacts in the reconstruction. Artifacts are also introduced as a result of unwanted cross-correlation terms from out-of-focus planes. We find that the URN based on m-sequences exhibits good spatial resolution and out-of-focus behaviour when imaging extended objects.
Resumo:
The principal work reported in this thesis is the examination of autonomic profile of ciliary muscle innervation as a risk factor in myopia development. Deficiency in sympathetic inhibitory control of accommodation has been proposed as a contributory factor in the development of late onset myopia (LOM). Complementary measurements of ocular biometry, oculomotor function and dynamic accommodation response were carried out on the same subject cohort, thus allowing cross-correlation of these factors with. autonomic profile. Subjects were undergraduate and postgraduate students of Aston University. A 2.5 year longitudinal study of refractive error progression in 40 subjects revealed the onset of LOM in 10, initially emmetropic, young adult subjects (age range 18-24 years) undertaking substantial amounts of near work. A controlled, double blind experimental protocol was conducted concurrently to measure post-task open-loop accommodative regression following distance (0 D) or near (3 D above baseline tonic accommodation) closed-loop tasks of short (10 second) or long (3 minute) duration. Closed-loop tasks consisted of observation of a high contrast Maltese cross target; open-loop conditions were imposed by observation of a 0.2 c/deg Difference of Gaussian target. Accommodation responses were recorded continuously at 42 Hz using a modified Shin-Nippon SRW-5000 open-view infra-red optometer. Blockade of the sympathetic branch of accommodative control was achieved by topical instillation of the non-selective b-adrenoceptor antagonist timolol maleate. Betaxolol hydrochloride (non-selective b1-adrenoceptor antagonist) and normal saline were employed as control agents. Retarded open-loop accommodative regression under b2 blockade following the 3 minute near task indicated the presence of sympathetic facility. Sympathetic inhibitory facility in accommodation control was found in similar proportions between LOM and stable emmetropic subjects. A cross-sectional study (N=60) of autonomic profile showed that sympathetic innervation of ciliary muscle is present in similar proportions between emmetropes, early-, and late-onset myopes. Sympathetic facility was identified in 27% of emmetropes, 21% of EOMs and 29% of LOMs.
Resumo:
This thesis studied the effect of (i) the number of grating components and (ii) parameter randomisation on root-mean-square (r.m.s.) contrast sensitivity and spatial integration. The effectiveness of spatial integration without external spatial noise depended on the number of equally spaced orientation components in the sum of gratings. The critical area marking the saturation of spatial integration was found to decrease when the number of components increased from 1 to 5-6 but increased again at 8-16 components. The critical area behaved similarly as a function of the number of grating components when stimuli consisted of 3, 6 or 16 components with different orientations and/or phases embedded in spatial noise. Spatial integration seemed to depend on the global Fourier structure of the stimulus. Spatial integration was similar for sums of two vertical cosine or sine gratings with various Michelson contrasts in noise. The critical area for a grating sum was found to be a sum of logarithmic critical areas for the component gratings weighted by their relative Michelson contrasts. The human visual system was modelled as a simple image processor where the visual stimuli is first low-pass filtered by the optical modulation transfer function of the human eye and secondly high-pass filtered, up to the spatial cut-off frequency determined by the lowest neural sampling density, by the neural modulation transfer function of the visual pathways. The internal noise is then added before signal interpretation occurs in the brain. The detection is mediated by a local spatially windowed matched filter. The model was extended to include complex stimuli and its applicability to the data was found to be successful. The shape of spatial integration function was similar for non-randomised and randomised simple and complex gratings. However, orientation and/or phase randomised reduced r.m.s contrast sensitivity by a factor of 2. The effect of parameter randomisation on spatial integration was modelled under the assumption that human observers change the observer strategy from cross-correlation (i.e., a matched filter) to auto-correlation detection when uncertainty is introduced to the task. The model described the data accurately.
Resumo:
An experimental testing system for the study of the dynamic behavior of fluid-loaded rectangular micromachined silicon plates is designed and presented in this paper. In this experimental system, the base-excitation technique combined with pseudo-random signal and cross-correlation analysis is applied to test fluid-loaded microstructures. Theoretical model is also derived to reveal the mechanism of such an experimental system in the application of testing fluid-loaded microstructures. The dynamic experiments cover a series of testings of various microplates with different boundary conditions and dimensions, both in air and immersed in water. This paper is the first that demonstrates the ability and performances of base excitation in the application of dynamic testing of microstructures that involves a natural fluid environment. Traditional modal analysis approaches are used to evaluate natural frequencies, modal damping and mode shapes from the experimental data. The obtained experimental results are discussed and compared with theoretical predictions. This research experimentally determines the dynamic characteristics of the fluid-loaded silicon microplates, which can contribute to the design of plate-based microsystems. The experimental system and testing approaches presented in this paper can be widely applied to the investigation of the dynamics of microstructures and nanostructures.
Resumo:
We extract the distribution of both center-of-mass and angular fluctuations from three-dimensional tracking of optically trapped nanotubes. We measure the optical force and torque constants from autocorrelation and cross-correlation of the tracking signals. This allows us to isolate the angular Brownian motion. We demonstrate that nanotubes enable nanometer spatial and femtonewton force resolution in photonic force microscopy, the smallest to date. This has wide implications in nanotechnology, biotechnology, nanofluidics, and material science.
Resumo:
An array of in-line curvature sensors on a garment is used to monitor the thoracic and abdominal movements of a human during respiration. The results are used to obtain volumetric changes of the human torso in agreement with a spirometer used simultaneously at the mouth. The array of 40 in-line fiber Bragg gratings is used to produce 20 curvature sensors at different locations, each sensor consisting of two fiber Bragg gratings. The 20 curvature sensors and adjoining fiber are encapsulated into a low-temperature-cured synthetic silicone. The sensors are wavelength interrogated by a commercially available system from Moog Insensys, and the wavelength changes are calibrated to recover curvature. A three-dimensional algorithm is used to generate shape changes during respiration that allow the measurement of absolute volume changes at various sections of the torso. It is shown that the sensing scheme yields a volumetric error of 6%. Comparing the volume data obtained from the spirometer with the volume estimated with the synchronous data from the shape-sensing array yielded a correlation value 0.86 with a Pearson's correlation coefficient p <0.01.
Resumo:
Purpose: To compare corneal thickness measurements using Orbscan II (OII) and ultrasonic (US) pachymetry in normal and in keratoconic eyes. Setting: Eye Department, Heartlands and Solihull NHS Trust, Birmingham, United Kingdom. Methods: Central corneal thickness (CCT) was measured by means of OII and US pachymetry in 1 eye of 72 normal subjects and 36 keratoconus patients. The apical corneal thickness (ACT) in keratoconus patients was also evaluated using each method. The mean of the difference, standard deviation (SD), and 95% limits of agreement (LoA = mean ± 2 SD), with and without applying the default linear correction factor (LCF), were determined for each sample. The Student t test was used to identify significant differences between methods, and the correlation between methods was determined using the Pearson bivariate correlation. Bland-Altman analysis was performed to confirm that the results of the 2 instruments were clinically comparable. Results: In normal eyes, the mean difference (± 95% LoA) in CCT was 1.04 μm ± 68.52 (SD) (P>.05; r = 0.71) when the LCF was used and 46.73 ± 75.40 μm (P = .0001; r = 0.71) without the LCF. In keratoconus patients, the mean difference (± 95% LoA) in CCT between methods was 42.46 ± 66.56 μm (P<.0001: r = 0.85) with the LCF, and 2.51 ± 73.00 μm (P>.05: r = 0.85) without the LCF. The mean difference (± 95% LoA) in ACT for this group was 49.24 ± 60.88 μm (P<.0001: r = 0.89) with the LCF and 12.71 ± 68.14 μm (P = .0077; r = 0.89) when the LCF was not used. Conclusions: This study suggests that OII and US pachymetry provide similar readings for CCT in normal subjects when an LCF is used. In keratoconus patients, OII provides a valid clinical tool for the noninvasive assessment of CCT when the LCF is not applied. © 2004 ASCRS and ESCRS.
Resumo:
Efficiency in the mutual fund (MF), is one of the issues that has attracted many investors in countries with advanced financial market for many years. Due to the need for frequent study of MF's efficiency in short-term periods, investors need a method that not only has high accuracy, but also high speed. Data envelopment analysis (DEA) is proven to be one of the most widely used methods in the measurement of the efficiency and productivity of decision making units (DMUs). DEA for a large dataset with many inputs/outputs would require huge computer resources in terms of memory and CPU time. This paper uses neural network back-ropagation DEA in measurement of mutual funds efficiency and shows the requirements, in the proposed method, for computer memory and CPU time are far less than that needed by conventional DEA methods and can therefore be a useful tool in measuring the efficiency of a large set of MFs. Copyright © 2014 Inderscience Enterprises Ltd.
Resumo:
An array of in-line curvature sensors on a garment is used to monitor the thoracic and abdominal movements of a human during respiration. The results are used to obtain volumetric changes of the human torso in agreement with a spirometer used simultaneously at the mouth. The array of 40 in-line fiber Bragg gratings is used to produce 20 curvature sensors at different locations, each sensor consisting of two fiber Bragg gratings. The 20 curvature sensors and adjoining fiber are encapsulated into a low-temperature-cured synthetic silicone. The sensors are wavelength interrogated by a commercially available system from Moog Insensys, and the wavelength changes are calibrated to recover curvature. A three-dimensional algorithm is used to generate shape changes during respiration that allow the measurement of absolute volume changes at various sections of the torso. It is shown that the sensing scheme yields a volumetric error of 6%. Comparing the volume data obtained from the spirometer with the volume estimated with the synchronous data from the shape-sensing array yielded a correlation value 0.86 with a Pearson's correlation coefficient p <0.01.