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Book part
Publication date: 13 December 2013

Do DSGE Models Forecast More Accurately Out-Of-Sample than VAR Models? ☆

The views expressed in this article are those of the authors.

Refet S. Gürkaynak, Burçin Kısacıkoğlu and Barbara Rossi

Recently, it has been suggested that macroeconomic forecasts from estimated dynamic stochastic general equilibrium (DSGE) models tend to be more accurate out-of-sample…

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Abstract

Recently, it has been suggested that macroeconomic forecasts from estimated dynamic stochastic general equilibrium (DSGE) models tend to be more accurate out-of-sample than random walk forecasts or Bayesian vector autoregression (VAR) forecasts. Del Negro and Schorfheide (2013) in particular suggest that the DSGE model forecast should become the benchmark for forecasting horse-races. We compare the real-time forecasting accuracy of the Smets and Wouters (2007) DSGE model with that of several reduced-form time series models. We first demonstrate that none of the forecasting models is efficient. Our second finding is that there is no single best forecasting method. For example, typically simple AR models are most accurate at short horizons and DSGE models are most accurate at long horizons when forecasting output growth, while for inflation forecasts the results are reversed. Moreover, the relative accuracy of all models tends to evolve over time. Third, we show that there is no support to the common practice of using large-scale Bayesian VAR models as the forecast benchmark when evaluating DSGE models. Indeed, low-dimensional unrestricted AR and VAR forecasts may forecast more accurately.

Details

VAR Models in Macroeconomics – New Developments and Applications: Essays in Honor of Christopher A. Sims
Type: Book
DOI: https://doi.org/10.1108/S0731-9053(2013)0000031002
ISBN: 978-1-78190-752-8

Keywords

  • Forecasting
  • DSGE
  • Bayesian VAR
  • real-time data
  • forecast optimality
  • C22
  • C52
  • C53

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Article
Publication date: 31 December 2006

Systematic Development of Physical Hypermedia Applications

Cecilia Challiol, Gustavo Rossi, Silvia Gordillo and Valeria De CristÓfolo

In this paper we present a model‐based approach for the development of physical hypermedia applications, i.e. those mobile (Web) applications in which physical and digital…

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In this paper we present a model‐based approach for the development of physical hypermedia applications, i.e. those mobile (Web) applications in which physical and digital objects are related and explored using the hypermedia paradigm. We describe an extension of the Object‐Oriented Hypermedia Design Method (OOHDM) and present an improvement of the popular Model‐View‐Controller (MVC) metaphor to incorporate the concept of located object we illustrate the idea with a framework implementation using Jakarta Struts. We first review the state of the art of this kind of software systems, stressing the need of a systematic design and implementation approach we briefly present a light extension to the OOHDM design approach, incorporating physical objects and “walkable” links. We next present a Web application framework for deploying physical hypermedia software and show an example of use. We evaluate our approach and finally we discuss some further work we are pursuing.

Details

International Journal of Web Information Systems, vol. 2 no. 3/4
Type: Research Article
DOI: https://doi.org/10.1108/17440080780000303
ISSN: 1744-0084

Keywords

  • Modelling
  • Internet
  • Computer applications

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Book part
Publication date: 13 December 2013

The Relationship Between DSGE and VAR Models

Raffaella Giacomini

This article reviews the literature on the econometric relationship between DSGE and VAR models from the point of view of estimation and model validation. The mapping…

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Abstract

This article reviews the literature on the econometric relationship between DSGE and VAR models from the point of view of estimation and model validation. The mapping between DSGE and VAR models is broken down into three stages: (1) from DSGE to state-space model; (2) from state-space model to VAR( ∞ ); (3) from VAR( ∞ ) to finite-order VAR. The focus is on discussing what can go wrong at each step of this mapping and on critically highlighting the hidden assumptions. I also point out some open research questions and interesting new research directions in the literature on the econometrics of DSGE models. These include, in no particular order: understanding the effects of log-linearization on estimation and identification; dealing with multiplicity of equilibria; estimating nonlinear DSGE models; incorporating into DSGE models information from atheoretical models and from survey data; adopting flexible modeling approaches that combine the theoretical rigor of DSGE models and the econometric model’s ability to fit the data.

Details

VAR Models in Macroeconomics – New Developments and Applications: Essays in Honor of Christopher A. Sims
Type: Book
DOI: https://doi.org/10.1108/S0731-9053(2013)0000031001
ISBN: 978-1-78190-752-8

Keywords

  • Invertibility
  • fundamentalness
  • linearization
  • impulse-response function
  • model evaluation
  • C18
  • C52

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Book part
Publication date: 18 December 2016

The Determinants of Tax Morale and Tax Compliance: Evidence from Jordan

Fadi Alasfour, Martin Samy and Roberta Bampton

This paper investigates how individuals determine their tax morale levels and tax compliance decisions. Using a questionnaire survey and a multivariate tests procedure…

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This paper investigates how individuals determine their tax morale levels and tax compliance decisions. Using a questionnaire survey and a multivariate tests procedure, the paper revealed that tax evasion is morally acceptable in Jordan under some circumstances, indeed there could be an affirmative duty to evade taxes since the government is perceived to be highly corrupted. The findings also show that while the extent of the governmental corruption has a positive (negative) effect on tax non-compliance (tax morale), the efficient expenditure of governmental tax revenues has a negative (positive) impact on tax non-compliance (tax morale). The individuals’ tax non-compliance decisions are likewise positively affected by the tax rates and by the taxation system’s being perceived as unjust, but decline with the increase of audit rates and the subsequent penalty rates. The degree and effectiveness of these determinants are dependent on the individual’s level of risk aversion, financial constraints and the surrounding referent groups. The results also confirm that individual factors play a significant role in determining the level of tax morale. Overall, the tax morale level and the compliance decision of an individual are greatly influenced by gender, age, educational level, occupational status and religious background.

Details

Advances in Taxation
Type: Book
DOI: https://doi.org/10.1108/S1058-749720160000023005
ISBN: 978-1-78635-001-5

Keywords

  • Tax morale
  • tax compliance
  • corruption
  • Jordan

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Book part
Publication date: 23 January 2020

References

Jaclyn Lee

Free Access
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Accelerating Organisation Culture Change
Type: Book
DOI: https://doi.org/10.1108/978-1-78973-965-720201008
ISBN: 978-1-78973-968-8

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Book part
Publication date: 15 October 2020

Measured Success: Knowledge, Power, and Inequality in the Professional Work of Evaluation

Elisa Martínez, Laurel Smith-Doerr and Timothy Sacco

The erosion of autonomy in traditional professions has been explained by client capture – professionals increasingly work under close control of powerful corporate…

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The erosion of autonomy in traditional professions has been explained by client capture – professionals increasingly work under close control of powerful corporate clients. However, research is missing on how knowledge workers in rapidly rising knowledge professions of the twenty-first century experience and respond to the risk of client capture. Evaluation is one such exploding field. This study examines the narratives of professional evaluators to understand how they navigate their mandate to deliver independent assessments of complex social programs under the threat of client capture. Data come from 29 interviews with evaluators of 65 interdisciplinary graduate training projects funded by the US National Science Foundation in the first two years of the program (2015–2016). Evidence of client capture is found in how evaluators discuss scope creep with limited resources, being asked to misrepresent their findings, and burying of evaluation reports. The authors also find evidence of evaluators navigating client capture by rationing their labor, using state-based rules to mediate demands, drawing on professional expertise, and generating savvy emotional labor. But this study argues the client capture concept obscures the dynamics of knowledge production, in which evaluators shape scientific programs in innovative ways. This study sheds new light on the context in which inequalities operate in this emerging profession, and how the structure of knowledge work may generate novel pathways of professional influence where work conditions might otherwise rule against it.

Details

Professional Work: Knowledge, Power and Social Inequalities
Type: Book
DOI: https://doi.org/10.1108/S0277-283320200000034011
ISBN: 978-1-80043-210-9

Keywords

  • Evaluation
  • professions
  • client capture
  • knowledge work
  • inequality in science
  • government-funded research

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Article
Publication date: 5 January 2010

Analysis of some partitioned algorithms for fluid‐structure interaction

R. Rossi and E. Oñate

The purpose of this paper is to analyse algorithms for fluid‐structure interaction (FSI) from a purely algorithmic point of view.

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Abstract

Purpose

The purpose of this paper is to analyse algorithms for fluid‐structure interaction (FSI) from a purely algorithmic point of view.

Design/methodology/approach

First of all a 1D model problem is selected, for which both the fluid and structural behavior are represented through a minimum number of parameters. Different coupling algorithm and time integration schemes are then applied to the simplified model problem and their properties are discussed depending on the values assumed by the parameters. Both exact and approximate time integration schemes are considered in the same framework so to allow an assessment of the different sources of error.

Findings

The properties of staggered coupling schemes are confirmed. An insight on the convergence behavior of iterative coupling schemes is provided. A technique to improve such convergence is then discussed.

Research limitations/implications

All the results are proved for a given family of time integration schemes. The technique proposed can be applied to other families of time integration techniques, but some of the analytical results need to be reworked under this assumption.

Practical implications

The problems that are commonly encountered in FSI can be justified by simple arguments. It can also be shown that the limit at which trivial iterative schemes experience convergence difficulties is very close to that at which staggered schemes become unstable.

Originality/value

All the results shown are based on simple mathematics. The problems are presented so to be independent of the particular choice for the solution of the fluid flow.

Details

Engineering Computations, vol. 27 no. 1
Type: Research Article
DOI: https://doi.org/10.1108/02644401011008513
ISSN: 0264-4401

Keywords

  • Fluids
  • Structures
  • Flow
  • Fluid dynamics
  • Programming and algorithm theory
  • Iterative methods

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Article
Publication date: 1 December 2001

Cannabis Series ‐ the whole story Part 2: Current research findings on cannabis and cannabinoid therapies

Mary Mathre

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Drugs and Alcohol Today, vol. 1 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/17459265200100011
ISSN: 1745-9265

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Article
Publication date: 25 January 2013

Male and female attitudes towards stereotypical advertisements: a paired country investigation

Prokopis K. Theodoridis, Antigone G. Kyrousi, Athina Y. Zotou and George G. Panigyrakis

The purpose of this paper is to investigate the differences in male and female attitudes and establish a causal relationship between general (a priori) attitudes towards…

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Abstract

Purpose

The purpose of this paper is to investigate the differences in male and female attitudes and establish a causal relationship between general (a priori) attitudes towards female stereotypical advertisements and attitudes towards specific advertising stimuli, providing evidence from Greece and Cyprus.

Design/methodology/approach

Male and female respondents (158 in Cyprus and 156 in Greece) indicated their general attitudes towards female stereotypes in advertising and were subsequently exposed to three stereotypical advertisements, to which they expressed their specific attitudes.

Findings

The results of the study prove that in countries with similar cultural backgrounds, such as Greece and Cyprus, general attitudes towards stereotypes in advertising do not have significant differences. General attitudes towards sex role portrayal in advertising directly impact attitudes towards specific advertisements. Further, it was demonstrated that respondents' gender plays a key role in attitude formation. The age of the respondents is also of interest, given that differences exist in general attitudes towards stereotypes in advertising and in attitudes towards specific stereotypical advertisements within respondents of the same gender, but of a different age bracket.

Originality/value

The key potential contribution of this study is threefold. First, it investigates the effect of gender and age on attitudes towards stereotypes in advertising. Second, it establishes a causal relationship between general attitudes towards stereotypical advertisements and attitudes towards specific advertising stimuli. Third, the study further validates the established relationship and the relevant measures across culturally similar countries.

Details

Corporate Communications: An International Journal, vol. 18 no. 1
Type: Research Article
DOI: https://doi.org/10.1108/13563281311294173
ISSN: 1356-3289

Keywords

  • Advertising
  • Consumer behaviour
  • Attitudes
  • Stereotyping
  • Female stereotypes
  • Culture
  • Greece
  • Cyprus

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Article
Publication date: 14 May 2018

Congruence of stage-of-change for fruit, vegetables and take-out foods with consumption

Bahija Zeidan, Stephanie Ruth Partridge, Kate Balestracci and Margaret Allman-Farinelli

Young adults frequently engage in sub-optimal dietary behaviours, such as inadequate intakes of fruits and vegetables and excessive consumption of take-out meals…

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Abstract

Purpose

Young adults frequently engage in sub-optimal dietary behaviours, such as inadequate intakes of fruits and vegetables and excessive consumption of take-out meals. Theory-based interventions are suggested to promote dietary change. The transtheoretical model is an example that stages an individual’s readiness to change behaviours as precontemplation, contemplation, preparation, action and maintenance, and includes a series of processes that help people move between stages. The purpose of this study is to investigate whether self-reported usual dietary intakes of fruits and vegetables and take-out foods differ by reported stage-of-change.

Design/methodology/approach

Cross-sectional data from 250 overweight young adults, aged 18-35 years, who enrolled in a lifestyle intervention to prevent weight gain are analysed. Participant’s stage-of-change for increasing fruit and vegetable intakes and reducing take-out foods is determined using staging algorithms. This is compared with self-reported dietary intakes over the past month using a food frequency questionnaire. Differences in intakes and variety by stage-of-change are compared for fruits, vegetables and take-out foods.

Findings

Take-out foods differed between stages (p < 0.0001), with lower weekly intakes in action (309 g) and maintenance (316 g) compared with preparation (573 g). Daily fruit intakes and variety scores varied by stage-of-change (p < 0.0001), being highest for action and maintenance (261 g and 263 g, respectively, and variety scores of 1 and 2) compared with precontemplation, contemplation and preparation (all = 100 g and 0 for variety). Daily vegetable consumption and variety scores differed by stage (p = 0.009 and p = 0.025, respectively) being highest for action/maintenance (204 g and 2 for variety) versus precontemplation and preparation (<110 g daily and Variety 1).

Practical implications

The finding of no differences in intakes between precontemplation, contemplation or preparation stages implies that the adoption of the dietary behaviours is not a continuum but a move from pre-action to actioning the target intakes. This means that for planning health promotion and dietary counselling, assigning people to the three different pre-action stages may be unnecessary.

Originality/value

This study is the first to examine the congruence of self-reported readiness to change behaviour with dietary intakes of take-out foods as well as variety of fruit and vegetables in overweight young adults.

Details

Nutrition & Food Science, vol. 48 no. 3
Type: Research Article
DOI: https://doi.org/10.1108/NFS-05-2017-0101
ISSN: 0034-6659

Keywords

  • Vegetables
  • Fruit
  • Young adults
  • Stage-of-change
  • Take-out meals

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