Industry Effect , Credit Contagion and Bankruptcy Prediction

نویسندگان

  • Han-Hsing Lee
  • Che-Ming Lin
چکیده

In this paper, we examine the effect of intra-industry credit contagion using three different kinds of intra-industry measures in our empirical study. We apply the competitive strategic measure (CSM) of Sundaram et al. (1996) to capture the strategic interaction faced by firms. We also consider the measure of industry-wide financial distress and the measure of equity correlations. We use the forward intensity approach proposed by Duan et al. (2010) to examine if these industry measures can affect default intensity. Our empirical results suggest that intra-industry contagion effect may be characterized by the level of industry-wide financial distress or equity correlations among firms.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Intra-Industry Credit Contagion Evidence from the Credit Default Swap Market and the Stock Market

By exploiting a comprehensive dataset of Credit Default Swaps (CDS), we investigate the intra-industry credit contagion effect in the context of Chapter 11 bankruptcy, Chapter 7 liquidation, and other credit events defined by extreme jumps in the CDS spread. Our analysis suggests the following findings: First, the credit contagion effect dominates the competitive effect surrounding Chapter 11 r...

متن کامل

Contagion and competitive effects of plan confirmation of reorganization filings: Evidence from the Taiwan Stock Market

a r t i c l e i n f o This paper aims to examine the intra-industry effects of confirmation of a reorganization plan. Using unique Taiwanese data on announcements of reorganization confirmation, I find evidence that such announcements elicit positive stock price reactions for the announcing firms and negative stock price reactions for other firms within the same industry. Specifically, negative...

متن کامل

The effect of feature selection on financial distress prediction

Financial distress prediction is always important for financial institutions in order for them to assess the financial health of enterprises and individuals. Bankruptcy prediction and credit scoring are two important issues in financial distress prediction where various statistical and machine learning techniques have been employed to develop financial prediction models. Since there are no gene...

متن کامل

Personal bankruptcy prediction by mining credit card data

A personal bankruptcy prediction system running on credit card data is proposed. Personal bankruptcy, which usually results in significant losses to creditors, is a rapidly increasing yet little understood phenomenon. The most commonly used methods in personal bankruptcy prediction are credit scoring models. Some data mining models have also been investigated in this domain. Neither the scoring...

متن کامل

Ontology of Bankruptcy Diffusion through Trade Credit Channel

It is widely believed that the whole economic system has exhibited an increasingly intertwined nature in the context of economic globalization and regional integration. With the increasing interactions among trading partners in a supply network, bankruptcy of a member firm may make others get into distressed situations. This kind of phenomena is called bankruptcy diffusion or bankruptcy contagi...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012