2013
DOI: 10.1111/obes.12041
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Does Output Gap, Labour's Share or Unemployment Rate Drive Inflation?

Abstract: We propose a new methodology for ranking in probability the commonly proposed drivers of inflation in the new Keynesian model. The approach is based on Bayesian model selection among restricted vector autoregressive (VAR) models, each of which embodies only one or none of the candidate variables as the driver. Simulation experiments suggest that our procedure is superior to the previously used conventional pairwise Granger causality tests in detecting the true driver. Empirical results lend little support to l… Show more

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Cited by 6 publications
(5 citation statements)
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“…Interestingly, there is strong evidence in favor of the reverse Granger causality from the GDP growth to inflation, with the difference in the log PLs around 10. There is little evidence in the previous literature in favor of Granger causality from the GDP growth to inflation in data including the period after the mid 1980s (see, for example, Lanne and Luoto, , and references therein) and, based on the causal VAR(3, 0) model, also we were unable to find Granger causality in either direction.…”
Section: Noncausal Var For Us Gdp Growth and Inflationcontrasting
confidence: 76%
“…Interestingly, there is strong evidence in favor of the reverse Granger causality from the GDP growth to inflation, with the difference in the log PLs around 10. There is little evidence in the previous literature in favor of Granger causality from the GDP growth to inflation in data including the period after the mid 1980s (see, for example, Lanne and Luoto, , and references therein) and, based on the causal VAR(3, 0) model, also we were unable to find Granger causality in either direction.…”
Section: Noncausal Var For Us Gdp Growth and Inflationcontrasting
confidence: 76%
“…While underlying theories (such as the quantity theory of money) motivating the relationship between inflation and its determinants are well-established and provide a proper explanation for inflation determination, these theories only cover a simple and reduced-form model of inflation process while the NKPC framework can supply an in-depth understanding of the inflation process (Keen Meng, 2016). 3 Following Gali and Gertler (1999), Chowdhury et al (2006), Tillmann (2009, and Lanne and Luoto (2014), Behera et al (2018) and , the hybrid open-economy version of the NKPC for Vietnam is specified as follows:…”
Section: Empirical Literature Review and Model Specificationmentioning
confidence: 99%
“…However, there is a variety of ways to derive this variable. Some scholars prefer the use of a linear trend model (Abbas and Sgro, 2011;Abbas et al, 2016;Bleaney and Francisco, 2018;Florio, 2018) or quadratic trend model (Abbas and Srgo, 2011;Lanne and Luoto, 2014) to derive the potential output and then compute the output gap. Others (Hahn, 2003;Ramakrishnan and Vamvakidis, 2002;Batini et al, 2005;Paul, 2009) make use of the HP filter to extract potential GDP and then calculate the output gap as the difference between actual and potential GDP.…”
Section: Empirical Literature Review and Model Specificationmentioning
confidence: 99%
“…To begin, Equation 5 Estimation results for Equation (5) are provided in Table 6. Because Lanne and Luoto (2014) find the most common control variables (i.e., laborÕs share of total income, the output gap, and the unemployment rate) are not empirical drivers of US inflation, as a preliminary baseline we first estimate Equation (5) without the unemployment rate and output gap (see column (1)). The coefficient on lagged regulatory growth is statistically significant, equaling 0.0687 and implying that a 10% increase in total regulations is associated with a rise in consumer prices by an additional 0.687%.…”
Section: Calculating Price Changes By Income Groupmentioning
confidence: 99%