The traditional futures hedge ratio (hT) is calculated ex post via economically structureless statistical analysis. Its lack of an economic foundation makes it inefficient and elevates its risk of error due to a regime shift. This paper proposes an ex ante, more efficient, carry cost rate (c)...

Since the 1970s, futures hedge ratios have traditionally been calculated ex-post using an economically structure-less statistical analysis. This paper proposes an ex-ante, more efficient, less computationally demanding, general “carry cost rate” based hedge ratio. Though the proposed hedge...

In this paper, we develop a new optimization model for capital rationing with uncertain project returns. Our model maximizes the probability of meeting a pre-defined target return by selecting a feasible set of projects subject to budget constraints in multiple time periods. We employ a...