Aspectos organizacionales y de cooperación en I+D como criterios de clasificación. El caso de la industria alimentaria en la Comunidad Valenciana

En el presente artículo se presenta una clasificación del sector alimentario valenciano mediante la técnica estadística del análisis cluster. Esta técnica permite conformar conglomerados con similares características que permitirán diseñar políticas adecuadas a las mismas. Dentro de los factores considerados para la conformación de los clusters destacan la colaboración con la universidad, el tamaño empresarial (en número de empleados y en facturación), la existencia de un departamento de I+D que no realice controles de calidad y dos factores internos relacionados a la competitividad: el dominio de nuevas tecnologías y el desarrollo de nuevos productos. Se han conformado tres conglomerados conformados por tres tipos de empresas que denominamos líderes, innovadoras potencialmente colaboradoras con la universidad y tradicionales, que presentan características significativamente diferentes.

El Raiffesianismo español: cooperativismo agrícola confesional de crédito en España 1890-1934

La difusión del cooperativismo agrario de crédito en España (1890-1934) se realizó bajo distintas orientaciones ideológicas y económicas. El trabajo se centra en reconstruir la información estadística dispinible para ofrecer una imagen económica de las principales variables que permitan describir la evolución del fenómeno a lo largo de la cronología seleccionada. Se realiza un considerable esfuerzo en el análisis de funcionamiento financiero de las cajas rurales ligado a otros aspectos sociopolíticos que influyeron en su desenvolvimiento, para analizar el éxito relativo de un proceso de adaptación de los modelos cooperativistas de crédito alemanes a la realidad agraria española, como sucedió en otras periferias europeas.

Health care utilization among immigrants and native-born populations in 11 European countries. Results from the Survey of Health, Ageing and Retirement in Europe

Objective: This study examines health care utilization of immigrants relative to the native-born populations aged 50 years and older in eleven European countries. Methods. We analyzed data from the Survey of Health Aging and Retirement in Europe (SHARE) from 2004 for a sample of 27,444 individuals in 11 European countries. Negative Binomial regression was conducted to examine the difference in number of doctor visits, visits to General Practitioners (GPs), and hospital stays between immigrants and the native-born individuals. Results: We find evidence those immigrants above age 50 use health services on average more than the native-born populations with the same characteristics. Our models show immigrants have between 6% and 27% more expected visits to the doctor, GP or hospital stays when compared to native-born populations in a number of European countries. Discussion: Elderly immigrant populations might be using health services more intensively due to cultural reasons.

On the density distribution across space: a probabilistic approach

This paper aims at providing a Bayesian parametric framework to tackle the accessibility problem across space in urban theory. Adopting continuous variables in a probabilistic setting we are able to associate with the distribution density to the Kendall's tau index and replicate the general issues related to the role of proximity in a more general context. In addition, by referring to the Beta and Gamma distribution, we are able to introduce a differentiation feature in each spatial unit without incurring in any a-priori definition of territorial units. We are also providing an empirical application of our theoretical setting to study the density distribution of the population across Massachusetts.

(Optimal) Spatial Aggregation in the Determinants of Industrial Location

Empirical studies on the determinants of industrial location typically use variables measured at the available administrative level (municipalities, counties, etc.). However, this amounts to assuming that the effects these determinants may have on the location process do not extent beyond the geographical limits of the selected site. We address the validity of this assumption by comparing results from standard count data models with those obtained by calculating the geographical scope of the spatially varying explanatory variables using a wide range of distances and alternative spatial autocorrelation measures. Our results reject the usual practice of using administrative records as covariates without making some kind of spatial correction. Keywords: industrial location, count data models, spatial statistics JEL classification: C25, C52, R11, R30

Estudi de mètodes de generació de dades sintètiques

Aquest projecte presenta un estudi científic dels mètodes de generació de dades sintètiques dins de l’àrea de la privadesa de dades. Aquests mètodes permeten controlar la transferència de dades sensibles a terceres parts i la utilitat estadística de les dades que es generen sintèticament. S’han introduït tots els conceptes bàsics necessaris per a situar al lector i s’ha analitzat un dels mètodes existents més amplament utilitzat (IPSO). Seguidament, s’ha proposat un nou mètode per a la generació de dades sintètiques (FCRM) que es basa en Fuzzy c-Regression i permet controlar l’equilibri entre pèrdua d’informació i risc de revelació mitjançant un paràmetre c.

Information Dispersion and Equilibrium Multiplicity

This paper studies the implications of correlation of private signals about the liquidation value of a risky asset in a variation of a standard noisy rational expectations model in which traders receive endowment shocks which are private information and have a common component. We …nd that a necessary condition to generate multiple linear partially revealing rational expectations equilibria is the existence of several sources of information dispersion. In this context equilibrium multiplicity tends to occur when information is more dispersed. A necessary condition to have strategic complementarity in information acquisition is to have mul- tiple equilibria. When the equilibrium is unique there is strategic substi- tutability in information acquisition, corroborating the result obtained in Grossman and Stiglitz (1980). JEL Classi…cation: D82, D83, G14 Keywords: Multiplicity of equilibria, strategic complementarity, asym- metric information.

An Introduction to parametric and non-parametric models for bivariate positive insurance claim severity distributions

We present a real data set of claims amounts where costs related to damage are recorded separately from those related to medical expenses. Only claims with positive costs are considered here. Two approaches to density estimation are presented: a classical parametric and a semi-parametric method, based on transformation kernel density estimation. We explore the data set with standard univariate methods. We also propose ways to select the bandwidth and transformation parameters in the univariate case based on Bayesian methods. We indicate how to compare the results of alternative methods both looking at the shape of the overall density domain and exploring the density estimates in the right tail.

Viajar a través del Cosmos: la medida de la creación de riqueza y la serie histórica del producto interior bruto en España (1850-2008)

Este trabajo responde a la réplica de Leandro Prados de la Escosura acerca de mi estimación de la serie histórica del Producto Interior Bruto de España (R.E.A., 49 (XVII), 2009, págs. 5 a 45). Demuestra que el IPC es el mejor deflactor disponible para reconstruir el PIB antes de la CNE porque mide correctamente las variaciones interanuales del nivel general de precios. Emplea un procedimiento de enlace de la serie histórica de la contabilidad nacional que es consistente con los nuevos sistemas de cuentas nacionales SCN-93 y SEC-95 y coincide con los empleados por todos los organismos económicos internacionales. La actualización del sistema contable, con la inclusión de la economía sumergida y de la producción para uso final propio, ha dejado obsoletas las estimaciones anteriores y exige estimaciones de segunda generación, con la inevitable readaptación de los niveles relativos de las distintas economías.

Modelling dependence in a ratemaking procedure with multivariate Poisson regression models

When actuaries face with the problem of pricing an insurance contract that contains different types of coverage, such as a motor insurance or homeowner's insurance policy, they usually assume that types of claim are independent. However, this assumption may not be realistic: several studies have shown that there is a positive correlation between types of claim. Here we introduce different regression models in order to relax the independence assumption, including zero-inflated models to account for excess of zeros and overdispersion. These models have been largely ignored to multivariate Poisson date, mainly because of their computational di±culties. Bayesian inference based on MCMC helps to solve this problem (and also lets us derive, for several quantities of interest, posterior summaries to account for uncertainty). Finally, these models are applied to an automobile insurance claims database with three different types of claims. We analyse the consequences for pure and loaded premiums when the independence assumption is relaxed by using different multivariate Poisson regression models and their zero-inflated versions.

Els dermatoglifs: estudi dermatoglífic sobre la població de Llançà

El treball està basat en un mètode d'investigació antropològic que s'ha dut a terme al municipi de Llançà, on s'ha pres com a mostra 100 habitants, 50 homes i 50 dones, als quals se'ls ha agafat les empremtes dels dits índex d'ambdues mans, amb l'objectiu de demostrar que els dermatoglifs venen marcats genèticament amb diferències entre mans i entre sexes. Es demostra seguint la metodologia de l'anàlisi dels caràcters dermatoglifs de Cummins i Midlo (1943), descobridors i autors d'aquest estil. Aquesta tècnica té dos aspectes a valorar. Primerament s'ha d'estudiar el valor qualitatiu de cada empremta, alhora que es crea una base de dades on quedin registrades cadascuna de les observacions; i darrerament s'estudia el valor quantitatiu de cada mostra, anotant els valors obtinguts en una sèrie de taules. En la segona part del treball, creades ja, les taules, es compara els resultats extrets d'aquestes, amb la teoria universal de Holt, la qual estableix les primeres característiques generals obtingudes a través de la metodologia de Cummins i Midlo. I a partir d aquí, s'estableixen les primeres possibles conclusions, que en la tercera part del treball, es comproven de manera estadística, utilitzant dos mètodes matemàtics. Aquest tractament al qual es sotmeten les dades és la prova de la 2, que és la que ens comprovarà els resultats qualitatius; i el test T-Student, que ens verificarà els resultats quantitatius. I finalment arrel d'aquest anàlisis estadístics obtenim els resultats.

Parental education and family characteristics: educational opportunities across cohorts in Italy and Spain

Drawing on data contained in the 2005 EU-SILC, this paper investigates the disparities in educational opportunities in Italy and Spain. Its main objective is to analyse the predicted probabilities of successfully completing upper-secondary and tertiary education for individuals with different parental backgrounds, and the changes in these probabilities across birth cohorts extending from 1940 to 1980. The results suggest that the disparities in tertiary education opportunities in Italy tend to increase over time. By contrast, the gap in educational opportunity in Spain shows a marked decrease across the cohorts. Moreover, by using an intuitive decomposition strategy, the paper shows that a large part of the educational gap between individuals of different backgrounds is “composed” of the difference in the endowment of family characteristics. Specifically, it seems that more highly educated parents are more able to endow their children with a better composition of family characteristics, which accounts for a significant proportion of the disparities in educational opportunity.

Estimation of dynamic latent variable models using simulated nonparametric moments

Abstract. Given a model that can be simulated, conditional moments at a trial parameter value can be calculated with high accuracy by applying kernel smoothing methods to a long simulation. With such conditional moments in hand, standard method of moments techniques can be used to estimate the parameter. Because conditional moments are calculated using kernel smoothing rather than simple averaging, it is not necessary that the model be simulable subject to the conditioning information that is used to define the moment conditions. For this reason, the proposed estimator is applicable to general dynamic latent variable models. It is shown that as the number of simulations diverges, the estimator is consistent and a higher-order expansion reveals the stochastic difference between the infeasible GMM estimator based on the same moment conditions and the simulated version. In particular, we show how to adjust standard errors to account for the simulations. Monte Carlo results show how the estimator may be applied to a range of dynamic latent variable (DLV) models, and that it performs well in comparison to several other estimators that have been proposed for DLV models.

SNM Guide

This is a guide that explains how to use software that implements the simulated nonparametric moments (SNM) estimator proposed by Creel and Kristensen (2009). The guide shows how results of that paper may easily be replicated, and explains how to install and use the software for estimation of simulable econometric models.

Prediction of the economic cost of individual long-term care in the Spanish population

Pensions together with savings and investments during active life are key elements of retirement planning. Motivation for personal choices about the standard of living, bequest and the replacement ratio of pension with respect to last salary income must be considered. This research contributes to the financial planning by helping to quantify long-term care economic needs. We estimate life expectancy from retirement age onwards. The economic cost of care per unit of service is linked to the expected time of needed care and the intensity of required services. The expected individual cost of long-term care from an onset of dependence is estimated separately for men and women. Assumptions on the mortality of the dependent people compared to the general population are introduced. Parameters defining eligibility for various forms of coverage by the universal public social care of the welfare system are addressed. The impact of the intensity of social services on individual predictions is assessed, and a partial coverage by standard private insurance products is also explored. Data were collected by the Spanish Institute of Statistics in two surveys conducted on the general Spanish population in 1999 and in 2008. Official mortality records and life table trends were used to create realistic scenarios for longevity. We find empirical evidence that the public long-term care system in Spain effectively mitigates the risk of incurring huge lifetime costs. We also find that the most vulnerable categories are citizens with moderate disabilities that do not qualify to obtain public social care support. In the Spanish case, the trends between 1999 and 2008 need to be further explored.