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RBA Glossary definition for VAR models

VAR models – Vector Auto Regression models

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The Sources of Fluctuations in Residential Investment: A View from a Policy-Oriented DSGE Model of the U.S. Economy

2 Dec 2008 Research Workshop PDF 303KB
Reserve Bank of Australia Workshop 2008: Monetary Policy in Open Economies
https://www.rba.gov.au/publications/workshops/research/2008/edge.pdf

Oil Price Shocks, Monetary Policy and Stagflation | Conference – 2009

17 Aug 2009 Conferences
Lutz Kilian
Their model included censored changes in nominal oil prices. Kilian and Vigfusson (2009) show that the impulse response estimates constructed from such censored vector autoregressive (VAR) models are inconsistent because the ... The lack of temporal
https://www.rba.gov.au/publications/confs/2009/kilian.html

Oil Price Shocks, Monetary Policy and Stagflation

10 May 2010 Conferences PDF 329KB
RBA Conference Volume 2009
https://www.rba.gov.au/publications/confs/2009/pdf/kilian.pdf

Estimating the Effects of Monetary Policy in Australia Using Sign-restricted Structural Vector Autoregressions

29 Dec 2022 RDP PDF 1886KB
known problems with conducting Bayesian inference in set-identified models; in particular, a. ... 3.1 Specification of reduced-form VAR. The model includes a domestic block and a foreign block.
https://www.rba.gov.au/publications/rdp/2022/pdf/rdp2022-09.pdf

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

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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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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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