|
EconStor >
Humboldt-Universität Berlin >
Sonderforschungsbereich 649: Ökonomisches Risiko, Humboldt-Universität Berlin >
SFB 649 Discussion Papers, HU Berlin >
Please use this identifier to cite or link to this item:
http://hdl.handle.net/10419/25276
|
| | |
| Title: | | JBendge: an object-oriented system for solving, estimating and selecting nonlinear dynamic models  |
| Authors: | | Winschel, Viktor Krätzig, Markus |
| Issue Date: | | 2008 |
| Series/Report no.: | | SFB 649 discussion paper 2008,034 |
| Abstract: | | We present an object-oriented software framework allowing to specify, solve, and estimate nonlinear dynamic general equilibrium (DSGE) models. The implemented solution methods for finding the unknown policy function are the standard linearization around the deterministic steady state, and a function iterator using a multivariate global Chebyshev polynomial approximation with the Smolyak operator to overcome the course of dimensionality. The operator is also useful for numerical integration and we use it for the integrals arising in rational expectations and in nonlinear state space filters. The estimation step is done by a parallel Metropolis-Hastings (MH) algorithm using a linear or nonlinear state space filters. Implemented are the Kalman, Extended Kalman, Particle, Smolyak Kalman, Smolyak Sum, and Smolyak Kalman Particle filters. The MH sampling step can be monitored and controlled interactively by sequence and statistics plots. The number of parallel threads can be adjusted to benefit from multiprocessor environments. JBendge is based on the framework JStatCom, which provides a standardized application interface. All tasks are supported by an elaborate multi-threaded graphical user interface (GUI) with project management and data handling facilities. |
| Subjects: | | Dynamic stochastic general equilibrium (DSGE) models Bayesian time series econometrics Java software development |
| JEL: | | C11 C13 C15 C32 C52 C63 C68 C87 |
| Document Type: | | Working Paper |
| Appears in Collections: | | SFB 649 Discussion Papers, HU Berlin
|
| Files in This Item:
| |
|
| No. of Downloads:
| |
| last Month |
last 3 Month |
total |
|
|
|
|
|
| |
| | |
Download bibliographical data as:
BibTeX
|
| |
Share on:http://hdl.handle.net/10419/25276
|
Items in EconStor are protected by copyright, with all rights reserved, unless otherwise indicated.
|