A Simultaneous Deterministic Perturbation Actor-Critic Algorithm with an Application to Optimal Mortgage Refinancing

We develop a simulation-based, two-timescale actor-critic algorithm for infinite horizon Markov decision processes with finite state and action spaces, with a discounted reward criterion. The algorithm is of the gradient ascent type and performs a search in the space of stationary randomized policies. The algorithm uses certain simultaneous deterministic perturbation stochastic approximation (SDPSA) gradient estimates for enhanced performance. We show an application of our algorithm on a problem of mortgage refinancing. Our algorithm obtains the optimal refinancing strategies in a computationally efficient manner

Did bankruptcy reform lead to looser mortgage lending standard? : evidence from the U. S. mortgage market 2000-2007

Resumen: El presente trabajo intenta encontrar una causa exógena al deterioro, a partir de 2005, en los estándares de crédito hipotecario que contribuyeron a la crisis subprime en los Estados Unidos. Sostenemos que la nueva provisión de la prueba de medios de la ley Bankruptcy Abuse Prevention and Consumer Protection Act (BAPCPA) de 2005 fue dicho shock exógeno en el mercado hipotecario. Mostramos que la prueba de medios, que impide solicitar la bancarrota bajo Chapter 7 a los deudores con mayores ingresos relativos, causó un desplazamiento de la oferta de crédito hipotecario de deudores con mayores ingresos a deudores con menores ingresos relativos. Simultáneamente, observamos que todos los deudores debieron pagar tasas de interés más altas, independientemente del nivel de ingresos. Nuestros resultados implican que la ley BAPCPA podría ser un factor que contribuyó al deterioro en los estándares de crédito en el mercado hipotecario de los Estados Unidos.

Consumer Expertise or Credit Risk? An empirical analysis of mortgage pricing

Loan mortgage interest rates are usually the result of a bank-customer negotiation process. Credit risk, consumer cross-buying potential, bundling, financial market competition and other features affecting the bargaining power of the parties could affect price. We argue that, since mortgage loan is a complex product, consumer expertise could be a relevant factor for mortgage pricing. Using data on mortgage loan prices for a sample of 1055 households for the year 2005 (Bank of Spain Survey of Household Finances, EFF-2005), and including credit risk, costs, potential capacity of the consumer to generate future business and bank competition variables, the regression results indicate that consumer expertise-related metrics are highly significant as predictors of mortgage loan prices. Other factors such as credit risk and consumer cross-buying potential do not have such a significant impact on mortgage prices. Our empirical results are affected by the credit conditions prior to the financial crisis and could shed some light on this issue.

Gender equality in life insurance

[EN]This project is going to study the implications of the gender of an individual in the rate-setting process of life insurance. In order to do so there is a review of the continuous changes that have taken place in the national and European legislation following the enactment of the Directive 2004/113/EC, as well as its consequences from the prohibition to differentiate the premiums and benefits on the grounds of gender. In this area, the evolution of the Spanish insurance sector and the influence of the new legislation are examined. Furthermore, there is an analysis of the differences between men and women, which to some extent have a direct impact in the management and development of the life insurance companies. Finally, methods to calculate the premium and the benefits are proposed with the purpose of preventing the restrictions imposed by the Directive 2004/113/EC. In order to check the repercussions of the use of unisex tables a comparison is made between the premiums obtained for a whole life insurance by allocating the same weighing to the actuarial male and female mortality tables and those that would result if the distinction by gender were allowed.

Proceso de creación del “Competitor and Market Report” para cubrir las necesidades de información de la alta dirección de Zurich Insurance Ltd.

Proceso del Competitor and Market Report para cubrir las necesidades de información de la Alta Dirección de Zurich Insurance plc, para la unidad de negocio Global Corporate (GC) en la región de Europa Medio Oriente y África (EMEA) “ El Competitor and Market Report surge de la situación de desinformación en la que los altos directivos y los representantes de CD&M GCiEMEA de cada país se encuentran. Este trabajo consiste en estudiar todo el proceso de creación del Competitor and Market Report, empezando por la identificación del problema, búsqueda de soluciones e implementación y puesta en marcha de la solución. Este proceso nos obligara a inventariar y analizar los estudios que hasta el momento la empresa de seguros Zurich Insurance Ltd, recibía procedentes de fuentes externas o de distintos departamentos que rara vez estaban coordinados en la producción de estos informes. Analizaremos cuales son las áreas de información que estos informes no cubren. El proceso nos obligara a realizar un trabajo de campo. Haremos entrevistas que nos ayudaran a comprender mejor las necesidades de información de los altos directivos. A partir de los resultados anteriores se justificará la creación del Competitor and Market Report, y se estudiará todo el proceso de creación y puesta en marcha de un informe que cubra las necesidades anteriores.