This dissertation focuses on applications of statistical methods in nancial markets and isdivided into three parts. The rst part proposes an accurate variable-order cumulant approximation
method for Black-style shadow interest rate models respecting the zero lower
bound and estimates the interest rates models on historical bond yield data using the...