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Electricity load forecasts are an integral part of many decision-making processes in the electricity market. However, most literature on electricity load forecasting concentrates on deterministic forecasts, neglecting possibly important information about uncertainty. A more complete picture of...
Persistent link: https://www.econbiz.de/10010358450
Longevity risk is amongst the most important factors to consider for pricing and risk management of longevity products. Past improvements in mortality over many years, and the uncertainty of these improvements, have attracted the attention of experts, both practitioners and academics. Since...
Persistent link: https://www.econbiz.de/10013088416
We show that by modeling the time series of mortality rate changes rather than mortality rate levels we can better model human mortality. Leveraging on this, we propose a model that expresses log mortality rate changes as an age group dependent linear transformation of a mortality index. The...
Persistent link: https://www.econbiz.de/10013092077
In this study we propose a stochastic mortality forecast model that may be viewed as a Lévy process. First, age, period and cohort effects are objectively identified in a given matrix of historic mortality data. Next, these patterns are removed from the matrix of mortality improvement rates. We...
Persistent link: https://www.econbiz.de/10013092262
This paper deals with the coverage of long-term care (LTC) in Germany since the post-war period. Until the 1990s, long-term care was mainly a task of the family with means-tested, tax-financed care assistance as a last resort. In 1994, after two decades of political debate, the German parliament...
Persistent link: https://www.econbiz.de/10013064866
This paper tests whether it is possible to improve point, quantile and density forecasts of realized volatility by conditioning on macroeconomic and financial variables. We employ quantile autoregressive models augmented with a plethora of macroeconomic and financial variables. Complete subset...
Persistent link: https://www.econbiz.de/10013013804
Insurance coverage is mandatory for the motor's owners. Analyzing the condition of the insurance market trough 2010, by the gross written insurance premiums and the losses compensations in the same period, the study analyzes the Romanian bonus-malus system, by comparing it with the bonus-malus...
Persistent link: https://www.econbiz.de/10013025698
There are many alternative approaches to selecting mortality models and forecasting mortality. The standard practice is to produce forecasts using a single model such as the Lee-Carter, the Cairns-Blake-Dowd, or the Age- Period-Cohort model, with model selection based on in-sample goodness of...
Persistent link: https://www.econbiz.de/10013234413
In this paper, we apply machine learning to forecast the conditional variance of long-term stock returns measured in excess of different benchmarks, considering the short- and long-term interest rate, the earnings-by-price ratio, and the inflation rate. In particular, we apply in a two-step...
Persistent link: https://www.econbiz.de/10012127861
Increasing retirement ages in an automatic or scheduled way with increasing life expectancy at retirement is a popular pension policy response to continuous longevity improvements. The question addressed here is: to what extent is simply adopting this approach likely to fulfill the overall goals...
Persistent link: https://www.econbiz.de/10012597036