Recent literature has shown that liquidity is important in explaining price effects for firms and firm decisions. For example, see Morellec (2001) and Bharath et al (2009). We follow and extend that literature by looking at the liquidity of market based options to forecast REIT capital structure...

We create market-based measures from options data to predict changes in REIT capital structure. REIT capital structure differs from that of typical listed firms: REITs have high leverage ratios of about 50 percent, their use of short-term debt is higher and more volatile, and debt issuance and...

In this paper, we develop a new nonparametric approach for estimating the risk-neutral density of asset price and reformulate its estimation into a double-constrained optimization problem. We implement our approach in R and evaluate it using the S&P 500 market option prices from 1996 to 2015. A...

The risk-neutral density is a fundamental concept in pricing financial derivatives, risk management, and assessing financial markets' perceptions over significant political or economic events. In this paper, we propose a new nonparametric method for estimating the risk-neutral density using...