• Scenario planning can mitigate losses, increase market expansion, prevent business regional exit and maximise profits.• Global banks must form partnerships with local and Islamic banks in global markets to utilize local expertise, acceptance and success.• Businesses operating in...

We consider a simple Stackelberg model with demand uncertainty only for the first mover in order to compare the advantages of leadership and flexibility, and use an example to provide some discussion about the endogenous order of moves in the presence of demand uncertainty. We find that only...

This paper brings empirical evidence that the positive effect of exposure to advertising on consumers' tendency to purchase a product is due to the informative nature of ads and to consumers' risk-aversion. We show that the findings of previous studies that advertising intensity is an element in...

Define the riskiness of a gamble as the reciprocal of the absolute risk aversion (ARA) of an individual with constant ARA who is indifferent between taking and not taking that gamble. We characterize this index by axioms, chief among them a “duality” axiom which, roughly speaking, asserts...

It is an undisputed fact that weather risk increases over time due to climate change. However, qualification of this statement with regard to the type of weather risk and geographical location is needed. We investigate the application of novel statistical tools for assessing changes in weather...

Classical asset allocation methods have assumed that the distribution of asset returns is smooth, well behaved with stable statistical moments over time. The distribution is assumed to have constant moments with e.g., Gaussian distribution that can be conveniently parameterised by the first two...

We study Aumann and Serrano's (2008) risk index for sums of gambles that are not dependent. If the dependent parts are similarly ordered, then the risk index of the sum is always larger than the minimum of the risk indices of the two gambles. For negative dependence, the risk index of the sum is...

This paper proposes a method to evaluate if risk is adequately accounted for in the Morningstar rating system. The analysis is based on the comparison between the rating obtained ignoring the risk component and those obtained increasing the weight of risk and, in particular, for the level of...

Probabilistic preference models predict that a subject makes different choices with different probabilities in repeatedly experiments with the same stimuli. This paper explains why. First, we prove that a gamble is a statistical ensemble or sample function of a random field with canonical...

We investigate the effect of including variance derivatives as calibration and hedging instruments for pricing and hedging exotic structures. This is studied empirically using market data for SPX and VIX derivatives applied in a stochastic volatility jump diffusion model