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KNN and 92% for RF. I conclude that machine learning models can "learn" to predict the debt-equity decision …
Persistent link: https://www.econbiz.de/10013294705
manager control over the leverage decision, one can obtain capital structure dynamics consistent with the data. In particular …
Persistent link: https://www.econbiz.de/10003970297
We revisit the relation between equity returns and financial leverage through the lens of a trade-off model with costly capital structure rebalancing. The model provides a “lookalike” Modigliani-Miller equation that predicts that expected equity returns depend on whether a firm's leverage is...
Persistent link: https://www.econbiz.de/10011899835
We document several facts about corporate debt maturity: (1) debt maturity is pro-cyclical; (2) higher-beta firms tend to have longer debt maturity; (3) shorter maturity amplifies the sensitivity of credit spreads to aggregate shocks. We build a dynamic capital structure model that explains...
Persistent link: https://www.econbiz.de/10012857300
We revisit the relation between equity returns and financial leverage through the lens of a dynamic trade-off model with costly capital structure rebalancing. The model predicts that expected equity returns depend on whether a firm's leverage is above or below its target leverage. We provide...
Persistent link: https://www.econbiz.de/10013375176
We develop a dynamic capital structure model where interest rates are stochastic and driven by three state variables: level, slope, and curvature of the yield curve in an arbitrage-free Nelson-Siegel model. Our analysis suggests that the yield-curve factors are critical determinants of the...
Persistent link: https://www.econbiz.de/10013307011
In this paper, we revisit a frequently employed simplification within the WACC approach that company cost of capital kV is supposed to be invariant to the debt ratio and therefore equal to the unlevered cost kU . Even though we know from Miles and Ezzell (1980) that kV formally differs from kU ,...
Persistent link: https://www.econbiz.de/10014325747
We revisit the relation between equity returns and financial leverage through the lens of a dynamic trade-off model with costly capital structure rebalancing. The model predicts that expected equity returns depend on whether a firm's leverage is above or below its target leverage. We provide...
Persistent link: https://www.econbiz.de/10014239451
Persistent link: https://www.econbiz.de/10011824895
The Basel III/CRD IV reforms to the banking system following the financial crisis of 2008–09 required banks to raise significantly both the quality and quantity of capital on their balance sheets. This econometric study provides evidence of both the long and short-term implications for ongoing...
Persistent link: https://www.econbiz.de/10012952948