Effective transfer entropy to measure information flows in credit markets
نویسندگان
چکیده
Abstract In this paper we propose to study the dynamics of financial contagion between credit default swap (CDS) and sovereign bond markets through effective transfer entropy, a model-free methodology which enables overcome required hypotheses classical price discovery measures in statistical econometric literature, without being restricted linear dynamics. By means entropy correct for small sample biases affect traditional Shannon as well are able conduct inference on estimated directional information flows. our empirical application, analyze CDS market data eight countries European Union, aim discover two assets is faster at incorporating risk underlying sovereign. Our results show clear statistically significant prominence pricing risk, especially during crisis period. During post-crisis period, instead, few behave dissimilarly from others, particular Spain Netherlands.
منابع مشابه
Using transfer entropy to measure information flows between financial markets
We use transfer entropy to quantify information flows between financial markets and propose a suitable bootstrap procedure for statistical inference. Transfer entropy is a model-free measure designed as the Kullback-Leibler distance of transition probabilities. Our approach allows to determine, measure and test for information transfer without being restricted to linear dynamics. In our empiric...
متن کاملAre credit default swaps a sideshow? Evidence that information flows from equity to CDS markets
In this paper we provide evidence that equity returns lead credit protection returns at daily and weekly frequencies, while credit protection returns do not lead equity returns. Our results indicate that informed traders are primarily active in the equity market rather than the CDS market. These findings are consistent with standard theories of market selection by informed traders in which mark...
متن کاملInformation Sharing in Credit Markets: A Survey
Information sharing about borrowers’ characteristics and their indebtedness can have important effects on credit markets activity. First, it improves the banks’ knowledge of applicants’ characteristics and permits a more accurate prediction of their repayment probabilities. Second, it reduces the informational rents that banks could otherwise extract from their customers. Third, it can operate ...
متن کاملInformation and Enforcement in Informal Credit Markets
We study the problem of loan enforcement in an informal credit market with limited information flow. Specifically, credit histories of borrowers are not available, raising the possibility of endemic default. We show that if there is some minimum proportion of “natural defaulters” in the population, then there exists an equilibrium characterized by certain simple behavior rules for lenders and b...
متن کاملBank Behavior with Access to Credit Risk Transfer Markets
One of the most important recent innovations in financial markets has been the development of credit derivative products that allow banks to more actively manage their credit portfolios than ever before. We analyze the effect that access to these markets has had on the lending behavior of a sample of banks, using a sample of banks that have not accessed these markets as a control group. We find...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Statistical Methods and Applications
سال: 2021
ISSN: ['1613-981X', '1618-2510']
DOI: https://doi.org/10.1007/s10260-021-00614-1