As a result of the most recent global financial crisis literature has embraced size, connectedness and substitutability as key indicators for financial institutions' systemic importance. Despite the intuitiveness of these concepts, identifying systemic important institutions remain a non-trivial...

The dissertation consists of three essays. The main focus is set on semiparametric regression modeling, which embodies the strength of parametric and nonparametric regression models in terms of flexibility, dimensionality and interpretability. The first essay is “Some Recent Advances in...

Principal component analysis (PCA) is a well established technique for data analysis and processing. Recently, it has been shown that the principal axes of a set of observed data vectors might be determined trough maximum likelihood estimation of parameter in a specific form of latent variable...

We examine what are common factors that determine systematic credit risk and estimate and interpret the common risk factors. We also compare the contributions of common factors in explaining the changes of credit default swap (CDS) spreads during the pre-crisis, crisis and post-crisis period....

In this paper, we forecast SET50 Index (The stock prices of the top 50 listed companies on SET (Stock Exchange of Thailand) by using multiple regression. At the same time, we examine/ consider/describe? the existence of a high correlation (the multicolinearity problem) between the explanatory...

This paper analyses Katsina State crime data which consists of the averages of eight major crimes reported to the police for the period 2006 - 2008. The crimes consist of robbery, auto theft, house and store breakings, theft/stealing, grievous hurt and wounding, murder, rape, and assault....

A recent theoretical literature highlighted the potential dangers of further increasing information disclosure by central banks. This paper gives a continuous empirical investigation of the existence of an optimal degree of transparency in the lines of van der Cruijsen et al. We test a quadratic...