"This four-volume handbook covers important concepts and tools used in the fields of financial econometrics, mathematics, statistics, and machine learning. Econometric methods have been applied in asset pricing, corporate finance, international finance, options and futures, risk management, and...

pt. I. Asset pricing and investments -- 1. Markov switching models in asset pricing research / Massimo Guidolin -- 2. Portfolio optimization: theory and practical implementation / William T. Ziemba -- 3. Testing for speculative bubbles in asset prices / Keith Anderson, Chris Brooks and Apostolos...

"This four-volume handbook covers important concepts and tools used in the fields of financial econometrics, mathematics, statistics, and machine learning. Econometric methods have been applied in asset pricing, corporate finance, international finance, options and futures, risk management, and...

Preface -- Financial modelling -- What is financial modelling? -- Linear regression models -- Regression diagnostics -- Categorical variable models -- Stationary and non-stationary time series -- Dynamic models ii -- Panel data regression models (pooling and panel estimation) -- Asset price and...

This handbook provides a survey of both the foundations of and recent advances in the frontiers of analysis and action. It is both historically and interdisciplinarily rich and also tightly connected to the rise of digital society. It begins with the conventional view of computational economics,...