Agent-based models of competing population
Yip Kin Fung. ; Thesis (M.Phil.)--Chinese University of Hong Kong, 2003. ; Includes bibliographical references (leaves 101-104). ; Abstracts in English and Chinese. ; Chapter 1 --- Introduction --- p.1 ; Chapter 2 --- The Distribution of Fluctuations in Financial Data --- p.5 ; Chapter 2.1 --- Empirical Statistics --- p.5 ; Chapter 2.2 --- Data analyzed --- p.8 ; Chapter 2.3 --- Levy Distribution --- p.10 ; Chapter 2.4 --- Returns Distribution and Scaling Properties --- p.12 ; Chapter 2.5 --- Volatility Clustering --- p.19 ; Chapter 2.6 --- Conclusion --- p.21 ; Chapter 3 --- Models of Herd behaviour in Financial Markets --- p.22 ; Chapter 3.1 --- Cont and Bouchaud's model --- p.22 ; Chapter 3.2 --- The Model of Egiuluz and Zimmerman --- p.24 ; Chapter 3.3 --- EZ Model with Size-Dependent Dissociation Rates --- p.28 ; Chapter 3.4 --- Democratic and Dictatorship Self-Organized Model --- p.31 ; Chapter 3.5 --- Effect of Size-Dependent Fragmentation and Coagulation Prob- abilities --- p.33 ; Chapter 3.6 --- Extensions of EZ model --- p.35 ; Chapter 3.7 --- Conclusion --- p.39 ; Chapter 4 --- Review on the Minority Game(MG) --- p.42 ; Chapter 4.1 --- The Model and Results --- p.42 ; Chapter 4.2 --- Crowd-anticrowd Theory and Phase Transition --- p.46 ; Chapter 4.3 --- Market Efficiency --- p.48 ; Chapter 5 --- MG with biased strategy pool --- p.52 ; Chapter 5.1 --- The Model --- p.53 ; Chapter 5.2 --- Numerical Results and Discussion --- p.53 ; Chapter 5.3 --- Theory: MG with Biased Strategy Pool --- p.61 ; Chapter 5.4 --- Conclusion --- p.69 ; Chapter 6 --- MG with Randomly Participating Agents --- p.71 ; Chapter 6.1 --- The Model with One RPA --- p.71 ; Chapter 6.2 --- Results for q = 0.5 --- p.72 ; Chapter 6.3 --- Inefficiency and Success Rate --- p.76 ; Chapter 6.4 --- Results for q ≠ 0.5 --- p.82 ; Chapter 6.5 --- Many RPAs --- p.85 ; Chapter 6.6 --- Conclusion --- p.86 ; Chapter 7 --- A Model on Coupled Minority Games --- p.88 ; Chapter 7.1 --- The Model --- p.89 ; Chapter 7.2 --- Results and Discussion。 --- ...