Towards A Structural Var Model Of The Australian Economy

Author : Jamie Lee Cross
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (144 download)

DOWNLOAD NOW!

Download or read book Essays on Economic and Policy Time Variations in Small Open Economies written by Jamie Lee Cross and published by . This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis consists of four research papers. The first three papers explore the prevalence and significance of time variation within the Australian economy. The final paper is distinct in that it analyzes the effects of economic and policy uncertainty on the Canadian economy. In the first paper (Chapter 2), I address recent concerns that Australian monetary policy is currently less effective than in the past. To investigate this hypothesis, I estimate a time varying structural vector autoregression (SVAR) model. The main result is that monetary policy effectiveness has increased over the sample period, with little evidence to support the claim of a weaker transmission mechanism since the 2007/08 global financial crisis. In the second paper (Chapter 3 - joint with Aubrey Poon), we build on the results in the first paper by investigating the forecasting properties of Gaussian and Student's-t distributed classes of time varying autoregressive models when predicting Australian macroeconomic variables. The main result is that time varying parameters, stochastic volatility and the Student's-t error distribution are all important modeling features of the data. More specifically, a VAR model with the proposed features provides the best inflation and interest rate forecasts over the entire sample. Surprisingly, a simple rolling window autoregressive model provides the best real GDP growth forecasts. In the third paper (Chapter 4 - joint with Aubrey Poon), we build on the results in the first two papers, by quantifying the impacts of international shocks in driving Australian business cycle fluctuations. Our methodology builds on classes of Gaussian and Student's-t distributed, time varying panel VAR models, by proposing a fat-tailed common stochastic volatility factor. We find an important asymmetry in the effects of international shocks, with around 47 percent of negative and 68 percent of positive fluctuations resulting from foreign disturbances. More generally, international shocks have contributed to around half of all Australian business cycle fluctuations over the past two decades. The fourth paper (Chapter 5 - joint with Aubrey Poon, Joshua Chan and Timothy Kam), deviates from the first three papers in that it uses Canadian data. Our objective is to quantify the impacts of uncertainty shocks to the business cycle fluctuations of a small open economy. Using a Bayesian-estimated structural model, we quantify which time-varying risk - in domestic demand or supply conditions, in domestic monetary or fiscal policy, or, in international economic and policy spillovers factors - matter for a small open economy like Canada. Our results suggest that the historical movements in Canadian real GDP are due largely to domestic fiscal- and monetary-policy shocks, and, due to non-negligible time variations in the riskiness of these policy shocks.