id author title date pages extension mime words sentence flesch summary cache txt z890rr19m2s Jiyun Zu Examining Nonlinear Changes of Coefficients in Time-Varying Dynamic Factor Models 2008 .txt text/plain 154 5 37 To better investigate complex nonstationary multivariate time series, the current thesis aims to extend earlier work on using time-varying dynamic factor models to represent linear changes of coefficients to nonlinear cases. Results suggest that (i) the EKS recovered dynamics of latent factors and time-varying coefficients rather faithfully; (ii) the GML and the bootstrap worked well, expect for certain parameters in the dynamic model; (iii) the amplitude of changes of the time-varying coefficient played a crucial role in whether the coefficient can be assumed to be fixed and the accuracy of estimates. cache/z890rr19m2s.txt txt/z890rr19m2s.txt