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Risks, Volume 7, Issue 1

March 2019 - 34 articles

Cover Story: A genetic algorithm (GA) simulates the evolution process. Starting with the initial population, it is more likely for highly fitting solutions to be selected and crossover to produce new offspring. Mutation is further employed to generate a new generation. The GA repeats the procedure until a satisfactory solution is achieved. View this paper.
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Articles (34)

  • Article
  • Open Access
2 Citations
4,328 Views
32 Pages

Optimal Portfolio Selection in an Itô–Markov Additive Market

  • Zbigniew Palmowski,
  • Łukasz Stettner and
  • Anna Sulima

25 March 2019

We study a portfolio selection problem in a continuous-time Itô–Markov additive market with prices of financial assets described by Markov additive processes that combine Lévy processes and regime switching models. Thus, the model...

  • Article
  • Open Access
79 Citations
12,794 Views
16 Pages

A Deep Learning Integrated Lee–Carter Model

  • Andrea Nigri,
  • Susanna Levantesi,
  • Mario Marino,
  • Salvatore Scognamiglio and
  • Francesca Perla

16 March 2019

In the field of mortality, the Lee–Carter based approach can be considered the milestone to forecast mortality rates among stochastic models. We could define a “Lee–Carter model family” that embraces all developments of this m...

  • Feature Paper
  • Article
  • Open Access
4 Citations
4,509 Views
15 Pages

11 March 2019

This paper studies the optimal investment and consumption strategies in a two-asset model. A dynamic Value-at-Risk constraint is imposed to manage the wealth process. By using Value at Risk as the risk measure during the investment horizon, the decis...

  • Article
  • Open Access
3 Citations
3,956 Views
22 Pages

On Double Value at Risk

  • Wanbing Zhang,
  • Sisi Zhang and
  • Peibiao Zhao

8 March 2019

Value at Risk (VaR) is used to illustrate the maximum potential loss under a given confidence level, and is just a single indicator to evaluate risk ignoring any information about income. The present paper will generalize one-dimensional VaR to two-d...

  • Article
  • Open Access
5 Citations
6,931 Views
21 Pages

6 March 2019

This paper explores the stochastic collocation technique, applied on a monotonic spline, as an arbitrage-free and model-free interpolation of implied volatilities. We explore various spline formulations, including B-spline representations. We explain...

  • Article
  • Open Access
5,207 Views
25 Pages

5 March 2019

In this paper, we develop a contingent claim model to evaluate the equity, default risk, and efficiency gain/loss from managerial overconfidence of a shadow-banking life insurer under the purchases of distressed assets by the government. Our paper fo...

  • Article
  • Open Access
303 Citations
76,916 Views
22 Pages

5 March 2019

There is an increasing influence of machine learning in business applications, with many solutions already implemented and many more being explored. Since the global financial crisis, risk management in banks has gained more prominence, and there has...

  • Article
  • Open Access
49 Citations
12,322 Views
19 Pages

26 February 2019

Estimation of future mortality rates still plays a central role among life insurers in pricing their products and managing longevity risk. In the literature on mortality modeling, a wide number of stochastic models have been proposed, most of them fo...

  • Article
  • Open Access
5 Citations
4,478 Views
22 Pages

26 February 2019

In this paper, we propose a credible regression approach with random coefficients to model and forecast the mortality dynamics of a given population with limited data. Age-specific mortality rates are modelled and extrapolation methods are utilized t...

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Risks - ISSN 2227-9091Creative Common CC BY license