Search results for "Econometric"

showing 10 items of 3780 documents

Empirical investigation of stock price dynamics in an emerging market

1999

Abstract We study the development of an emerging market – the Budapest Stock Exchange – by investigating the time evolution of some statistical properties of heavily traded stocks. Moving quarter by quarter over a period of two and a half years we analyze the scaling properties of the standard deviation of intra-day log-price changes. We observe scaling using both seconds and ticks as units of time. For the investigated stocks a Levy shape is a good approximation to the probability density function of tick-by-tick log-price changes in each quarter: the index of the distribution follows an increasing trend, suggesting it could be used as a measure of market efficiency.

Statistics and ProbabilityIndex (economics)EconophysicsStock exchangeEconometricsEconomicsCapitalization-weighted indexProbability density functionCondensed Matter PhysicsQuarter (United States coin)Emerging marketsStandard deviationPhysica A: Statistical Mechanics and its Applications
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Weighting Elementary Prices in Consumer Price Index Construction Using Spatial Autocorrelation

2013

The Consumer Price Indexes (CPI) are used in current economic systems to measure inflation. When constructing CPIs, however, official institutions have systematically overlooked the spatial dimension of elementary prices. Ignoring the fact that prices are collected at geographical locations implicitly implies considering prices as spatially independent, when in fact they are not. To solve this problem, this article proposes to weight basic price data by taking into account the spatial correlation they display. The weighted geometric and arithmetic means suggested generalize and improve the simple geometric and arithmetic means currently in use.

Statistics and ProbabilityInflationComputer Science::Computer Science and Game TheorySpatial correlationmedia_common.quotation_subjectWeightingPrice indexStatisticsEconometricsConsumer price indexDimension (data warehouse)Spatial analysisArithmetic meanmedia_commonMathematicsCommunications in Statistics - Theory and Methods
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Sample-size calculation and reestimation for a semiparametric analysis of recurrent event data taking robust standard errors into account

2014

In some clinical trials, the repeated occurrence of the same type of event is of primary interest and the Andersen-Gill model has been proposed to analyze recurrent event data. Existing methods to determine the required sample size for an Andersen-Gill analysis rely on the strong assumption that all heterogeneity in the individuals' risk to experience events can be explained by known covariates. In practice, however, this assumption might be violated due to unknown or unmeasured covariates affecting the time to events. In these situations, the use of a robust variance estimate in calculating the test statistic is highly recommended to assure the type I error rate, but this will in turn decr…

Statistics and ProbabilityInflationComputer sciencemedia_common.quotation_subjectRobust statisticsGeneral MedicineVariance (accounting)Sample size determinationStatisticsCovariateTest statisticEconometricsStatistics Probability and UncertaintyType I and type II errorsEvent (probability theory)media_commonBiometrical Journal
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Price convergence of peripheral European countries on the way to the EMU: A time series approach

2000

This paper examines price and inflation convergence between three European countries (Italy, Spain and the U.K.) and a European average and, alternatively, between them and Germany from the beginning of the 80's.

Statistics and ProbabilityInflationMacroeconomicsEconomics and EconometricsCointegrationmedia_common.quotation_subjectKeynesian economicsTime series approachConvergence (economics)Nominal convergence unit root cointegration time-varying parametersjel:C22jel:E31Mathematics (miscellaneous)jel:F15EconomicsUnit rootSocial Sciences (miscellaneous)media_common
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Local bandwidth selection for kernel density estimation in a bifurcating Markov chain model

2020

International audience; We propose an adaptive estimator for the stationary distribution of a bifurcating Markov Chain onRd. Bifurcating Markov chains (BMC for short) are a class of stochastic processes indexed by regular binary trees. A kernel estimator is proposed whose bandwidths are selected by a method inspired by the works of Goldenshluger and Lepski [(2011), 'Bandwidth Selection in Kernel Density Estimation: Oracle Inequalities and Adaptive Minimax Optimality',The Annals of Statistics3: 1608-1632). Drawing inspiration from dimension jump methods for model selection, we also provide an algorithm to select the best constant in the penalty. Finally, we investigate the performance of the…

Statistics and ProbabilityKernel density estimationadaptive estimationNonparametric kernel estimation01 natural sciences010104 statistics & probability[MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]0502 economics and businessbinary treesApplied mathematicsbifurcating autoregressive processes0101 mathematics[MATH]Mathematics [math]050205 econometrics MathematicsBinary treeStationary distributionMarkov chainStochastic processModel selection05 social sciencesEstimator[MATH.MATH-PR]Mathematics [math]/Probability [math.PR]Adaptive estimatorStatistics Probability and UncertaintyGoldenshluger-Lepski methodology
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Generalization of Jeffreys Divergence-Based Priors for Bayesian Hypothesis Testing

2008

Summary We introduce objective proper prior distributions for hypothesis testing and model selection based on measures of divergence between the competing models; we call them divergence-based (DB) priors. DB priors have simple forms and desirable properties like information (finite sample) consistency and are often similar to other existing proposals like intrinsic priors. Moreover, in normal linear model scenarios, they reproduce the Jeffreys–Zellner–Siow priors exactly. Most importantly, in challenging scenarios such as irregular models and mixture models, DB priors are well defined and very reasonable, whereas alternative proposals are not. We derive approximations to the DB priors as w…

Statistics and ProbabilityKullback–Leibler divergenceMarkov chainMarkov chain Monte CarloBayes factorMixture modelsymbols.namesakePrior probabilityEconometricssymbolsApplied mathematicsStatistics Probability and UncertaintyDivergence (statistics)Statistical hypothesis testingMathematicsJournal of the Royal Statistical Society Series B: Statistical Methodology
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A geostatistical approach for dynamic life tables: The effect of mortality on remaining lifetime and annuities

2010

Dynamic life tables arise as an alternative to the standard (static) life table, with the aim of incorporating the evolution of mortality over time. The parametric model introduced by Lee and Carter in 1992 for projected mortality rates in the US is one of the most outstanding and has been used a great deal since then. Different versions of the model have been developed but all of them, together with other parametric models, consider the observed mortality rates as independent observations. This is a difficult hypothesis to justify when looking at the graph of the residuals obtained with any of these methods. Methods of adjustment and prediction based on geostatistical techniques which expl…

Statistics and ProbabilityLife tableEconomics and EconometricsESTADISTICA E INVESTIGACION OPERATIVAStructure (category theory)Variation (game tree)GeostatisticsTable (information)GridParametric modelStatisticsEconometricsGraph (abstract data type)GeostatisticsStatistics Probability and UncertaintyBootstrap confidence intervalMathematicsBootstrap confidence intervals
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A macroeconomic analysis of the public investments in European combined transport

2009

Intermodal transport has been recognized as a priority by the European Union, that has defined different budget allocations of investments to improve the shifting from road to intermodal transport, which is more sustainable. In this context, the main aim of the paper is to discuss the macroeconomic effects, in terms of economic growth, welfare and trade, of these public investments for combined transport, which aspects have been neglected in literature. A multi-country computable general equilibrium model has been used. The main results have been that the European Union benefits from these investments, but at international level, USA and Japan would lose in terms of welfare. Furthermore, th…

Statistics and ProbabilityMacroeconomicsComputable general equilibriumInternational levelEconomics and Econometricsmedia_common.quotation_subjectContext (language use)International economicsComputable general equilibrium model public investments combined transport sensitivity analysisMathematics (miscellaneous)Exchange rateSettore SECS-P/03 - Scienza Delle FinanzeEconomicsmedia_common.cataloged_instanceAllocative efficiencyEuropean unionRobustness (economics)WelfareSocial Sciences (miscellaneous)media_common
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The shadow economy in three Mediterranean countries: France, Spain and Greece. A MIMIC approach

2007

This paper offers estimations of the evolution of the shadow economy in three Mediterranean countries, namely France, Spain and Greece. A multiple indicators and multiple causes model based on the latent variable structural theory has been applied. As established by Giles (Working paper on monitoring the health of the tax system, 1995), filtered data to solve the non-stationary problems are used. The model includes the tax burden (both as a whole and disaggregated into direct taxes, indirect taxes and social security contributions), a proxy of regulation burden, theu nemployment rate and self-employment as causes of the shadow economy and the GDP growth rate, the labour force participation …

Statistics and ProbabilityMacroeconomicsEconomics and EconometricsDirect taxmedia_common.quotation_subjectPost-industrial economyStructural equation modelSocial securityMathematics (miscellaneous)EconomyCurrencyUnemploymentEconomicsShadow economy; Structural equation modelShadow economyEconometríaProxy (statistics)Social Sciences (miscellaneous)Indirect taxShadow (psychology)media_common
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Government Size, the Role of Commitments*

2011

We explore the hypothesis that long-term commitments affect the dynamics of government expenditure. With the aid of a simple median-voter model we interpret the pattern of increasing-then-constant tax rates observed in OECD countries in the second half of the last century: persistence of public expenditure and a lower bound on new interventions will push government size upward, and preferences of the electorate put a halt to this growth at some point. In this view, the fiscal policy variable is seen to consist of only a part of the total expenditure, the rest being predetermined by its past level.

Statistics and ProbabilityMacroeconomicsEconomics and EconometricsGovernmentLabour economicsPublic expenditureDiscount pointsFiscal policyAggregate expenditureVariable (computer science)Rest (finance)EconomicsStatistics Probability and UncertaintySocial Sciences (miscellaneous)Public financeOxford Bulletin of Economics and Statistics
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