Assessing multicollinearity via identification of high leverage points in financial accounting data
نویسندگان
چکیده
منابع مشابه
Window Dressing of Financial Leverage
We investigate bank holding companies’ window dressing of quarter-end financial leverage through short-term borrowings, and the stock market reaction around the public release of information that can be used to infer such window dressing. We find evidence of downward window dressing of repo and federal funds liabilities that appear material for a large fraction of the sample, particularly among...
متن کاملTrade Liberalization and Financial Leverage
This paper argues that trade liberalization has a potentially significant impact on financial leverage. We compare the predictions of the trade-off model of capital structure with the pecking order model. In the first case, we suggest that trade liberalization affects the trade-off between the tax advantages of debt and expected bankruptcy costs. This implies that a reduction in domestic tariff...
متن کاملIdentification of Fraud in Banking Data and Financial Institutions Using Classification Algorithms
In recent years, due to the expansion of financial institutions,as well as the popularity of the World Wide Weband e-commerce, a significant increase in the volume offinancial transactions observed. In addition to the increasein turnover, a huge increase in the number of fraud by user’sabnormality is resulting in billions of dollars in lossesover the world. T...
متن کاملBagging Down-Weights Leverage Points
Bagging is a procedure averaging estimators trained on bootstrap samples. Numerous experiments have shown that bagged estimates often yield better results than the original predictor, and several explanations have been given to account for this gain. However, six years from its introduction, bagging is still not fully understood. Most explanations given until now are based on global properties ...
متن کاملIdentification of Fraud in Banking Data and Financial Institutions Using Classification Algorithms
In recent years, due to the expansion of financial institutions,as well as the popularity of the World Wide Weband e-commerce, a significant increase in the volume offinancial transactions observed. In addition to the increasein turnover, a huge increase in the number of fraud by user’sabnormality is resulting in billions of dollars in lossesover the world. T...
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: Social and Management Research Journal
سال: 2010
ISSN: 0128-1089,1675-7017
DOI: 10.24191/smrj.v7i2.5189