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RBA Glossary definition for VAR models

VAR models – Vector Auto Regression models

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Sign-restricted VAR Results

18 Dec 2008 RDP 2008-08
Philip Liu
13.5. 5.4. 44.6. 2.0. Looking at the variance decomposition of the shocks identified by the sign-restricted VAR model reveals some important differences (Table 4). ... To check the robustness of these results, the sign-restricted VAR model is
https://www.rba.gov.au/publications/rdp/2008/2008-08/sig-res-results.html
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Estimating the Models

31 Dec 2013 RDP 2013-07
Sean Langcake and Tim Robinson
Consequently, the SOE Minnesota VAR is a natural benchmark for the BVECMX model. ... The main way the SOE Minnesota VAR differs from the BVECMX model is in the parameters of the prior.
https://www.rba.gov.au/publications/rdp/2013/2013-07/estimating-models.html
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The VAR Methodology

1 Jul 1986 RDP 8608
Robert G. Trevor and Stephen G. Donald
As is the hallmark of VARs, there are no exclusion restrictions within the B. ... 2t. itself. The model presented in equation (1) is difficult to describe in terms of the B.
https://www.rba.gov.au/publications/rdp/1986/8608/var-methodology.html
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Appendix E: What Does the Empirical VAR Capture?

31 Dec 2013 RDP 2013-10
Patricia Gómez-González and Daniel Rees
To do this, we compare impulse responses from our empirical VAR estimated using simulated data to the impulse responses to exogenous terms of trade volatility shocks generated by our model. ... Despite its linear structure, the VAR comes extremely close
https://www.rba.gov.au/publications/rdp/2013/2013-10/appendix-e.html
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VAR Estimation Results

1 Jun 1989 RDP 8903
Glenn Stevens and Susan Thorp
The two sets of results are discussed in turn. Each VAR model includes four lags of each variable. ... M1 leads nominal GDP in the 1978–88 period. Table 2 shows results for three-variable VARs, where the bill rate is included in every model.
https://www.rba.gov.au/publications/rdp/1989/8903/var-estimation-results.html
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A Small BVAR-DSGE Model for Forecasting the Australian Economy

10 Feb 2009 RDP PDF 599KB
VAR. The forecasting performance of themodel is competitive with benchmark models such as a Minnesota VAR and anindependently estimated DSGE model. ... 2. prior.3 While the Minnesota prior has aided the forecasting ability of VAR models,it is a purely
https://www.rba.gov.au/publications/rdp/2008/pdf/rdp2008-04.pdf

Estimating and Identifying Empirical BVAR-DSGE Models for Small Open Economies

2 Feb 2015 RDP PDF 759KB
Dynamicstochastic general equilibrium (DSGE) models place greater emphasis on theory,while vector autoregression (VAR) models tend to provide a better fit of the data.Del Negro and Schorfheide (2004) develop a ... method of using a DSGE model toinform
https://www.rba.gov.au/publications/rdp/2013/pdf/rdp2013-06.pdf

The Structural VAR

31 Dec 2001 RDP 2001-01
John Simon
The VAR methodology specifically allows the data to suggest the best model. ... If, for example, we have estimated a VAR(3) model, the long-run cumulative effect of an innovation in u.
https://www.rba.gov.au/publications/rdp/2001/2001-01/structural-var.html
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Does Monetary Policy Affect Non-mining Business Investment in Australia? Evidence from BLADE

7 Jan 2024 RDP PDF 1715KB
macroeconomic models. For example, many models, including Woodford (2005), model investment. ... local projection model using (log) aggregate real non-mining investment (gross fixed capital.
https://www.rba.gov.au/publications/rdp/2023/pdf/rdp2023-09.pdf

A Small BVAR-DSGE Model for Forecasting the Australian Economy

23 Sep 2008 RDP 2008-04
Andrew Hodge, Tim Robinson and Robyn Stuart
Research Discussion Papers contain the results of economic research within the Reserve Bank
https://www.rba.gov.au/publications/rdp/2008/2008-04.html
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