Search results for "PROBABILITY"

showing 10 items of 3417 documents

Socio-economic inequality, interregional mobility and mortality among cancer patients: A mediation analysis approach

2022

This paper investigates the effect of socio-economic status on interregional mobility and mortality among cancer patients. The cohort under analysis comprises patients residing in Sicily (Italy), who were diagnosed with lung and colon cancer between 2010 and 2011. The data was collated from the hospital discharge records of the Sicilian Region and the Regional register of the causes of death, by considering all those patients for whom information relating to socio-economic status was available. First, graphical models were applied to highlight the multivariate structure of association among socio-economic status, interregional mobility and 3-year mortality. Secondly, mediation analysis quan…

Economics and EconometricsHealth outcomeStrategy and ManagementGeography Planning and DevelopmentMediation analysisSocio-economic inequalitiePatient mobilitySettore SECS-S/05 - Statistica SocialeManagement Science and Operations ResearchStatistics Probability and UncertaintyGraphical modelSocio-Economic Planning Sciences
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Measuring consumers’ level of satisfaction for online food shopping during COVID-19 in Italy using POSETs

2021

Abstract The pandemic COVID 19 has upset the economic, social, financial, and general behavioral systems. Global crisis has a large impact overall and related fallouts significantly affect existent structural paradigms in every country and region across the world. In particular, the spread of COVID-19 pandemic has led to having to rethink the way we produce and consume food. Within this global change, a rise in the number of consumers who purchase food products online in order to comply with the rules aimed at limiting the circulation of the virus should be emphasized. Consequently, probably causing a long-term positive effect on m-commerce. The purpose is to elaborate on the index of the s…

Economics and EconometricsIndex (economics)Strategy and ManagementGeography Planning and Development0211 other engineering and technologiesCOVID-19 pandemic02 engineering and technologyComputer-assisted web interviewingManagement Science and Operations ResearchSpace (commercial competition)Affect (psychology)Outcome (game theory)Partially order setFood online shoppingFood online shopping; Index of consumers’ satisfaction; Online spending behavior; Italy; COVID-19 pandemic; Synthesis of statistical indicators; Partially Order Set; Poset0502 economics and businessSettore AGR/01 - Economia Ed Estimo Rurale050207 economicsMarketingIndex of consumers’ satisfaction021103 operations researchSynthesis of statistical indicators05 social sciencesOnline spending behaviorPurchasingItalyPosetOrder (business)Customer satisfactionBusinessStatistics Probability and UncertaintyIndex of consumers' satisfaction
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Measuring well-being in Colombian departments. The role of geography and demography

2021

This paper provides a composite indicator of well-being for the 33 Colombian departments in the year 2016. The indicator is built by adapting the well-known OECD Better Life Index to the regional level, and includes the dimensions of income, health, education, safety, housing, environment, labour market, and civic engagement and governance. As to the methodology, Data Envelopment Analysis and Multi-Criteria Decision-Making techniques are employed, an approach which enables a comparison of well-being across departments and the construction of rankings. The results yield several take-away messages. First, there are substantial disparities in well-being across Colombian departments. Second, de…

Economics and EconometricsIndex (economics)Strategy and ManagementYield (finance)Geography Planning and DevelopmentPopulation0211 other engineering and technologiesdepartments02 engineering and technologyColombiaManagement Science and Operations Researchwell-being0502 economics and businessData envelopment analysisCivic engagement050207 economicseducationeducation.field_of_study021103 operations researchCorporate governance05 social sciencesComposite indicatorGeographyWell-beingDemographic economicsStatistics Probability and Uncertaintycomposite indicatorsSocio-Economic Planning Sciences
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An Empirical Analysis of the Determinants of Perceived Inequality

2017

Perception of inequality is important for the analysis of individuals' motivations and decisions and for policy assessment. Despite the broad range of analytic gains that it grants, our knowledge about measurement and determinants of perception of inequality is still limited, since it is intrinsically unobservable, multidimensional, and essentially contested. Using a novel econometric approach, we study how observable individual characteristics affect the joint distribution of a set of indicators of perceived inequality in specific domains. Using data from the International Social Survey Programme, we shed light on the associations among these indicators and how they are affected by covaria…

Economics and EconometricsInequalitymedia_common.quotation_subject05 social sciencesInternational Social Survey ProgrammeAffect (psychology)UnobservableJoint probability distributionPerception0502 economics and businessCovariateEconometricsEconomics050207 economicsSet (psychology)Settore SECS-P/01 - Economia Politica050205 econometrics media_commonPerception of inequality inequality of outcome inequality of opportunity fairness.
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Structural Change in Finnish Manufacturing: The Theory of the Aggregation of Production Functions and an Empirical Analysis with a Plant-Level Panel

2011

Abstract In this paper, structural change in the Finnish manufacturing industries is studied using the theory of the aggregation of production functions and longitudinal plant-level data for the period from 1980 to 2005. To characterise the nature of structural change in 12 industries, we examine the invariance of aggregate production functions over time. Aggregate production functions need not be estimated because, according to the theory of the aggregation of production functions, the invariance can be analysed by investigating the stability of capacity density functions, which describe the distribution of value added in these industries. Even though the shapes of aggregate production fun…

Economics and EconometricsLabour economicsta511business.industryTechnological changeAggregate (data warehouse)Distribution (economics)Stability (probability)Structural changeManufacturingValue (economics)EconometricsEconomicsProduction (economics)businessStructural Change and Economic Dynamics
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WEIGHTED-AVERAGE LEAST SQUARES (WALS): A SURVEY

2014

Model averaging has become a popular method of estimation, following increasing evidence that model selection and estimation should be treated as one joint procedure. Weighted- average least squares (WALS) is a recent model-average approach, which takes an intermediate position between frequentist and Bayesian methods, allows a credible treatment of ignorance, and is extremely fast to compute. We review the theory of WALS and discuss extensions and applications.

Economics and EconometricsModel selection05 social sciencesBayesian probability01 natural sciencesLeast squares010104 statistics & probabilityFrequentist inferencePosition (vector)0502 economics and businessStatisticsPrior probability0101 mathematicsWeighted arithmetic mean050205 econometrics MathematicsJournal of Economic Surveys
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Testing for Asymmetric Information in Insurance Markets: A Multivariate Ordered Regression Approach

2016

The positive correlation (PC) test is the standard procedure used in the empirical literature to detect the existence of asymmetric information in insurance markets. This article describes a new tool to implement an extension of the PC test based on a new family of regression models, the multivariate ordered logit, designed to study how the joint distribution of two or more ordered response variables depends on exogenous covariates. We present an application of our proposed extension of the PC test to the Medigap health insurance market in the United States. Results reveal that the risk–coverage association is not homogeneous across coverage and risk categories, and depends on individual so…

Economics and EconometricsMultivariate statistics05 social sciencesOrdered probitRegression analysis01 natural sciencesRegressionMedigap010104 statistics & probabilityJoint probability distributionAccounting0502 economics and businessCovariateEconometricsEconomicsOrdered logit050207 economics0101 mathematicsFinanceJournal of Risk and Insurance
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Integrating retirement and permanent disability in NDC pension schemes

2015

ABSTRACTIn this article, we develop a theoretical basis for integrating retirement and permanent disability using a generic nonfinancial defined contribution framework. The methodology we use relies on a multistate overlapping generations model that includes the so-called survivor dividend. Currently, this feature can only be found in the Swedish defined contribution (DC) scheme. The results achieved in the numerical example we present endorse the fact that the model works well. Special attention is given to the assumptions made about mortality rates for disabled people and disability incidence rates, which largely determine the contribution rate assigned to disability. The model could be o…

Economics and EconometricsPensionActuarial science05 social sciencesDisabled peoplePermanent disabilityOverlapping generations model01 natural sciencesSocial security010104 statistics & probability0502 economics and businessEconomicsMuch difficultyDividend050207 economics0101 mathematicsDisability insuranceApplied Economics
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A Mixture Multiplicative Error Model for Realized Volatility

2006

A multiplicative error model with time-varying parameters and an error term following a mixture of gamma distributions is introduced. The model is fitted to the daily realized volatility series of deutschemark/dollar and yen/dollar returns and is shown to capture the conditional distribution of these variables better than the commonly used autoregressive fractionally integrated moving average model. The forecasting performance of the new model is found to be, in general, superior to that of the set of volatility models recently considered by Andersen et al. (2003, Econometrica 71, 579--625) for the same data. Copyright 2006, Oxford University Press.

Economics and EconometricsRealized varianceAutoregressive conditional heteroskedasticityStatisticsGamma distributionForward volatilityEconometricsEconomicsConditional probability distributionVolatility (finance)Mixture modelFinanceAutoregressive fractionally integrated moving averageJournal of Financial Econometrics
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Operational risk in bank governance and control: How to save capital requirement through a risk transfer strategy. Evidences from a simulated case st…

2015

Operational risk management in banking has assumed such importance during the last decade. It has become increasingly important to measure, manage, and assess the impact of operational risk in the economics of banking. The purpose of this paper is to demonstrate how an effective operational risk management provides mitigating effects on capital-at-risk in banking. The paper provides evidences that an implementation of an operational risk transfer strategy reduces bank capital requirement. The paper adopts the loss distribution approach, the Monte Carlo simulation, and copula methodologies to estimate the regulatory capital and simulate an operational risk transfer strategy in banking.

Economics and EconometricsRisk ManagementFinancial Regulationbusiness.industrySettore SECS-P/11 - Economia Degli Intermediari FinanziariStrategy and ManagementCorporate governanceControl (management)Operational RiskDistribution (economics)BankingCopula (probability theory)Operational riskRisk TransferRisk analysis (engineering)lcsh:Financelcsh:HG1-9999Capital requirementCapital costfinancial regulation.Basel AccordbusinessOperational risk managementFinanceRisk Governance & Control: Financial Markets & Institutions
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