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RBA Glossary definition for VAR models

VAR models – Vector Auto Regression models

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The Dynamics of the Estimated Model

1 Jun 2015 RDP 2015-07
Daniel Rees, Penelope Smith and Jamie Hall
Using a structural VAR model, Manalo, Perera and Rees (in progress) find quantitatively similar results to us. ... In contrast, VAR models of the Australian economy typically attribute a larger share of macroeconomic volatility to foreign disturbances
https://www.rba.gov.au/publications/rdp/2015/2015-07/dynamics-estimated-model.html
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Start Spreading the News: News Sentiment and Economic Activity in Australia

23 Dec 2020 RDP 2020-08
Kim Nguyen and Gianni La Cava
7. Robustness Tests and Extensions. We test for the robustness of estimated impulse responses in Section 5.2 using a multivariate VAR model which includes the current and lags of change ... Similarly, we run a VAR model to estimate the impulse responses
https://www.rba.gov.au/publications/rdp/2020/2020-08/full.html
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An Empirical BVAR-DSGE Model of the Australian Economy

2 Feb 2015 RDP PDF 657KB
3. Estimating the Models 8. 3.1 Estimating the DSGE Model 83.1.1 Estimating the large economy Minnesota VAR 83.1.2 DSGE calibration 103.1.3 DSGE posterior 12. ... 3.3 Estimating the Benchmark Models 173.3.1 The small open economy Minnesota VAR 17.
https://www.rba.gov.au/publications/rdp/2013/pdf/rdp2013-07.pdf

Estimation and Solution of Models with Expectations and Structural Changes

19 Dec 2012 RDP 2012-08
Mariano Kulish and Adrian Pagan
Research Discussion Papers contain the results of economic research within the Reserve Bank
https://www.rba.gov.au/publications/rdp/2012/2012-08.html
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Measuring Traded Market Risk: Value-at-risk and Backtesting Techniques

1 Nov 1997 RDP 9708
Colleen Cassidy and Marianne Gizycki
Research Discussion Papers contain the results of economic research within the Reserve Bank
https://www.rba.gov.au/publications/rdp/1997/9708.html
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General Discussion of Decomposing Supply and Demand Driven Inflation

23 Nov 2023 Conferences PDF 90KB
RBA Annual Conference 2023
https://www.rba.gov.au/publications/confs/2023/pdf/rba-conference-2023-shapiro-general-discussion.pdf

A Suite of Models

16 May 2008 RDP 2008-02
Hugo Gerard and Kristoffer Nimark
The BVAR shrinks the parameters on integrated variables in an unrestricted VAR towards the univariate random walk model. ... Each model is briefly presented below along with an overview of how the individual models are estimated.
https://www.rba.gov.au/publications/rdp/2008/2008-02/sui-models.html
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Identification and Inference under Narrative Restrictions

26 Oct 2023 RDP 2023-07
Raffaella Giacomini, Toru Kitagawa and Matthew Read
1. p. ,. ,. y. 0. ). are given. The reduced-form VAR(p) representation is. ... The SVAR model with NR possesses features of set-identified models from the Bayesian standpoint (i.e.
https://www.rba.gov.au/publications/rdp/2023/2023-07/full.html
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Robustness

31 Dec 2013 RDP 2013-14
Isaac Gross and James Hansen
An important question is whether the estimated VAR is consistent with our theoretical model. ... VAR, but are assumed to be a statistically independent AR(1) process in the theoretical model.
https://www.rba.gov.au/publications/rdp/2013/2013-14/robustness.html
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Can We Use High-frequency Yield Data to Better Understand the Effects of Monetary Policy and Its Communication? Yes and No!

1 May 2023 RDP PDF 1465KB
4. The Effects of Monetary Policy Shocks 16. 4.1 Monthly VAR 18. ... form VAR. More precisely, we consider the following proxy SVAR model (see also Doko Tchatoka and.
https://www.rba.gov.au/publications/rdp/2023/pdf/rdp2023-04.pdf