Description: The purpose of this article is to revise the fuzzy regression portions of earlier studies and to discuss issues related to the Tanaka approach, including a consideration of fuzzy least-squares regression models. From Actuarial Research Clearing House, 2006.

Description: This paper addresses the fuzziness in regression models. The goal is to present a test procedure to explicitly examine whether an independent variable has a clear functional relationship with the dependent variable in a specific regression model, or whether their relationship is fuzzy. To this end, the authors interpret the spread of the regression coefficients as a statistic measuring the fuzziness of the relationship between the corresponding independent variable and the dependent variable. They then derive test distributions based on the null hypothesis that such spreads could have been obtained with data generated by a classical regression model with random errors. The analysis is presented in conceptual rather than technical terms.

Description: This paper attempts to reduce several variables to their bare minimum and to investigate how the cost of vesting depends upon those few that remain. From Transactions of Society of Actuaries 1972, Vol. 24, Pt. 1, No. 70.

Description: An article discusses using response keypads for greater audience participation at presentations. This participatory tool allows speakers to assess how knowledgeable their audience is in a topic.

Description: This paper presents an overview of credibility theory in a fuzzy environment and discusses its implications.

Description: The two basic considerations in a pension plan valuation are the choice of actuarial cost methods and actuarial assumptions. This paper deals with the assumptions. The concern in this regard is what actuaries are doing and why. There are explicit criteria why particular assumptions are chosen, and these have often been discussed in the pension literature. However, there also are implicit criteria, which, while seldom discussed in the literature, can dominate the valuation. The goal of this paper is to quantify some of these criteria, and thereby provide a basis for further discussion and research.

Description: Presented at 1983 Actuarial Research Conference. Discussion focuses on improving coordination between practicing actuaries, academic actuaries and non-actuarial academics. The situations in Canada and the UK are also discussed. The emphasis is on research and communications among the different parties.

Description: This article focuses on conceptualizing machine learning concepts.

Description: This paper is a sequel to Shapiro et. al. in that it discusses a similar role for CAI in topics specific to the text Actuarial Mathematics, by Bowers et. al 1986. The topics covered are the previous topics of actuarial notation, basic concepts, and what-if analysis, along with some new ideas for the presentation of stochastic models.