Search: VAR models
RBA Glossary definition for VAR models
VAR models – Vector Auto Regression models
Search Results
The Structural VAR
31 Dec 2001
RDP
2001-01
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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A Small BVAR-DSGE Model for Forecasting the Australian Economy
23 Sep 2008
RDP
2008-04
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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Decomposing Supply and Demand Driven Inflation
23 Nov 2023
Conferences
PDF
847KB
RBA Annual Conference 2023
https://www.rba.gov.au/publications/confs/2023/pdf/rba-conference-2023-shapiro-presentation.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
DSGE Reno: Adding a Housing Block to a Small Open Economy Model
1 Apr 2018
RDP
2018-04
Structural VARS:. The code to estimate the structural VAR models and reproduce Figure 12 can be found in the ‘SVAR’ directory. ... Existing results are stored in VAR_model_1, VAR_model_2, VAR_model_3 and VAR_model_4. Bayesian IRFs:.
https://www.rba.gov.au/publications/rdp/2018/2018-04/read-me.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 Apr 2023
RDP
2023-04
model the future path of interest rates and premia based on data on yields. ... Our baseline VAR is estimated (using ordinary least squares) at a monthly frequency.
https://www.rba.gov.au/publications/rdp/2023/2023-04/full.html
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Incorporating judgement with DSGE models
13 Dec 2007
Research Workshop
PDF
198KB
Reserve Bank of Australia Workshop 2007: Monetary Policy in Open Economies
https://www.rba.gov.au/publications/workshops/research/2007/binning.pdf
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
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
Identification and Inference under Narrative Restrictions
20 Oct 2023
RDP
PDF
1128KB
The initial conditions. (y1p,. ,y0) are given. The reduced-form VAR(p) representation is. ... the likelihood of the reduced-form VAR), whichdepends only on ϕϕϕ and the data.
https://www.rba.gov.au/publications/rdp/2023/pdf/rdp2023-07.pdf