Showing 1 - 10 of 17
Based on a classical financial market model different model variants known from the literature are discussed and analyzed, each focussing on modeling financial markets as a nonlinear dynamic system by introducing the formation of (heterogeneous) beliefs about future asset prices into the model...
Persistent link: https://www.econbiz.de/10009428980
stability of the Nash equilibrium is demonstrated in the plane of the speeds of adjustment. Period doubling route to chaos is …
Persistent link: https://www.econbiz.de/10009395414
Most empirical investigations of agricultural markets have been conducted using linear models. Therefore, nonlinear dynamic patterns of the market cannot be predicted based on these models under any circumstances. Consequently, little is known about the role of nonlinear dynamics and the whether...
Persistent link: https://www.econbiz.de/10010816449
We investigated causal factors driving German hog-price dynamics with an innovative ‘diagnostic’ modeling approach. Hog-price cycles are conventionally attributed to randomly-generated behavior best modeled stochastically—most recently as randomly-shifting sinusoidal oscillations....
Persistent link: https://www.econbiz.de/10011125182
. Estimation of Lyapunov exponents for a number of Russian stock prices and indices suggests the absense of low-dimensional chaos …
Persistent link: https://www.econbiz.de/10010617736
This paper builds models of nonlinear dynamics in the aggregate investment and borrower net worth and uses them to study the causes and nature of endogenous credit cycles. The basic model has two types of projects: the Good and the Bad. The Bad is highly productive, but, unlike the Good, it...
Persistent link: https://www.econbiz.de/10010266314
address two specific questions: "Masked by stochasticity, do financial data exhibit deterministic nonlinearity?", and "If so … fixings, and the USD-JPY exchange rate. For each data set we apply surrogate data methods and nonlinearity tests to quantify … linear noise or conditional heteroskedastic models and that there therefore exists detectable deterministic nonlinearity that …
Persistent link: https://www.econbiz.de/10004966269
E¤orts to simulate turbulence in the financial markets include experiments with the dynamic logistic parabola. Visual investigation of the logistic process show the various stability regimes for a range of the real growth parameter. Visualizations for the initial 20 observations provide clear...
Persistent link: https://www.econbiz.de/10008462862
This paper derives the asymptotic distribution of a smoothing-based estimator of the Lyapunov exponent for a stochastic time series under two general scenarios. In the first case, we are able to establish root-T consistency and asymptotic normality, while in the second case, which is more...
Persistent link: https://www.econbiz.de/10005593525
address two specific questions: "Masked by stochasticity, do financial data exhibit deterministic nonlinearity?", and "If so … fixings, and the USD-JPY exchange rate. For each data set we apply surrogate data methods and nonlinearity tests to quantify … linear noise or conditional heteroskedastic models and that there therefore exists detectable deterministic nonlinearity that …
Persistent link: https://www.econbiz.de/10005246284