1st Edition

Nonlinear Time Series Semiparametric and Nonparametric Methods

By Jiti Gao Copyright 2007
238 Pages
by Chapman & Hall

238 Pages
by Chapman & Hall

238 Pages
by Chapman & Hall

Useful in the theoretical and empirical analysis of nonlinear time series data, semiparametric methods have received extensive attention in the economics and statistics communities over the past twenty years. Recent studies show that semiparametric methods and models may be applied to solve dimensionality reduction problems arising from using fully nonparametric models and methods. Answering the... Read more
Introduction. Estimation in Nonlinear Time Series. Nonlinear Time Series Specification. Model Selection in Nonlinear Time Series. Continuous-Time Diffusion Models. Long-Range Dependent Time Series. Appendix. References. Indices.

Biography

Gao, Jiti