2,251 research outputs found

    Markov-Switching GARCH Modelling of Value-at-RisK

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    This paper proposes an asymmetric Markov regime-switching (MS) GARCH model to estimate value-at-risk (VaR) for both long and short positions. This model improves on existing VaR methods by taking into account both regime change and skewness or leverage effects. The performance of our MS model and single-regime models is compared through an innovative backtesting procedure using daily data for UK and US market stock indices. The findings from exceptions and regulatory-based tests indicate the MS-GARCH specifications clearly outperform other models in estimating the VaR for both long and short FTSE positions and also do quite well for S&P positions. We conclude that ignoring skewness and regime changes has the effect of imposing larger than necessary conservative capital requirements

    Using Neural Networks as Non-Linear Statistical Techniques

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    Energy-balance climate models

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    An introductory survey of the global energy balance climate models is presented with an emphasis on analytical results. A sequence of increasingly complicated models involving ice cap and radiative feedback processes are solved and the solutions and parameter sensitivities are studied. The model parameterizations are examined critically in light of many current uncertainties. A simple seasonal model is used to study the effects of changes in orbital elements on the temperature field. A linear stability theorem and a complete nonlinear stability analysis for the models are developed. Analytical solutions are also obtained for the linearized models driven by stochastic forcing elements. In this context the relation between natural fluctuation statistics and climate sensitivity is stressed

    Process Drama, Play and Popstars: Integrating Expository Writing Rehearsal Opportunities Across the Day in a Fourth Grade Inclusive Classroom

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    With increased focus on informational writing and opinion writing in U.S. curriculum, Common Core State Standards, and state standardized tests, upper elementary school teachers need to teach their students to write expository paragraphs and the five-paragraph essay structure. This ethnographic study focused on how one fourth grade teacher of an inclusive classroom integrated playful talk-based activities across each day in support of her students learning to write in the expository genre. Qualitative data were collected, including field notes, interviews, and documents such as lesson plans and student writing. Classroom talk and interviews were audio-recorded and transcribed. Findings indicate that the teacher facilitated structured student talk in Morning Meeting, Shared Reading and Interactive Writing times. These structured “talk” times where students rehearsed ideas for writing involved process drama, music, and games, and all helped students’ understanding of and appropriation of the D/discourse of essay writing. This understanding and fluency with the spoken essay structure paved a path for students’ success when organizing ideas for and writing essays. This article offers narratives of classroom talk that could serve as inspiration for creating engaging, rigorous, and inter-disciplinary writing curriculum and instruction

    Markers of an “Inclusive” Reading Classroom: Peers Facilitating Inclusion at the Margins of a Fourth Grade Reading Workshop

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    What are indicators, or markers, of ‘inclusive’ reading classrooms? As elementary school teachers across the United States are increasingly required to teach reading to diverse, heterogenous groups of students within the same classroom space, practitioners and researchers seek to identify what constitutes \u27inclusion\u27 in reading instruction. This study explores how two fourth grade friends – one labeled ‘struggling’ and one labeled ‘average’ by normative reading assessments – transgress classroom expectations around quiet, leveled reading behaviors while also facilitating each other’s inclusion in the classroom reading community. Combining ethnographic methods and D/discourse analysis, this study explores the dominant cultural Discourses that circulated and shaped local meanings of reading and ability created by the students and teacher. Taking notice of the students’ engagement with texts and each other, the focal teacher builds official curricula inspired from their ‘clandestine’ and ‘transgressive’ interactions. Implications from the data suggest that practitioner research, where teachers study students’ discourse, could help teachers design more inclusive opportunities for literate engagement

    An assessment and application of turbulence models for hypersonic flows

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    The current approach to the Accurate Computation of Complex high-speed flows is to solve the Reynolds averaged Navier-Stokes equations using finite difference methods. An integral part of this approach consists of development and applications of mathematical turbulence models which are necessary in predicting the aerothermodynamic loads on the vehicle and the performance of the propulsion plant. Computations of several high speed turbulent flows using various turbulence models are described and the models are evaluated by comparing computations with the results of experimental measurements. The cases investigated include flows over insulated and cooled flat plates with Mach numbers ranging from 2 to 8 and wall temperature ratios ranging from 0.2 to 1.0. The turbulence models investigated include zero-equation, two-equation, and Reynolds-stress transport models

    Polarized distribution of HCO3- transport in human normal and cystic fibrosis nasal epithelia

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    The polarized distribution of HCO3− transport was investigated in human nasal epithelial cells from normal and cystic fibrosis (CF) tissues. To test for HCO3− transport via conductive versus electroneutral Cl−/HCO3− exchange (anion exchange, AE) pathways, nasal cells were loaded with the pH probe 2â€Č,7â€Č-bis(carboxyethyl)-5(6)-carboxyfluorescein and mounted in a bilateral perfusion chamber. In normal, but not CF, epithelia, replacing mucosal Cl− with gluconate caused intracellular pH (pHi) to increase, and the initial rates (ΔpH min−1) of this increase were modestly augmented (∌26 %) when normal cells were pretreated with forskolin (10 ÎŒm). Recovery from this alkaline shift was dependent on mucosal Cl−, was insensitive to the AE inhibitor 4,4â€Č-diisothiocyanatodihydrostilbene-2,2â€Č-disulfonic acid (H2DIDS; 1.5 mm), but was sensitive to the cystic fibrosis transmembrane conductance regulator (CFTR) channel inhibitor diphenylamine-2-carboxylate (DPC; 100 ÎŒm). In contrast, removal of serosal Cl− caused pHi to alkalinize in both normal and CF epithelia. Recovery from this alkaline challenge was dependent on serosal Cl− and blocked by H2DIDS. Additional studies showed that serosally applied Ba2+ (5.0 mm) in normal, but not CF, cells induced influx of HCO3− across the apical membrane that was reversibly blocked by mucosal DPC. In a final series of studies, normal and CF cells acutely alkaline loaded by replacing bilateral Krebs bicarbonate Ringer (KBR) with Hepes-buffered Ringer solution exhibited basolateral, but not apical, recovery from an alkaline challenge that was dependent on Cl−, independent of Na+ and blocked by H2DIDS. We conclude that: (1) normal, but not CF, nasal epithelia have a constitutively active DPC-sensitive HCO3− influx/efflux pathway across the apical membrane of cells, consistent with the movement of HCO3− via CFTR; and (2) both normal and CF nasal epithelia have Na+-independent, H2DIDS-sensitive AE at their basolateral domain
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