Abstract
Using a non-parametric method to characterize Markovian operators, we describe the evolution of the short-run inflation processes among the EMU countries between 1996 and 2012. While a progressive clustering pattern can be outlined in the first half of the period – showing that the monetary union makes price dynamics more homogeneous – starting from 2004, an increase in price volatility makes the clustering pattern unstable, as the analysis of the changing points of the inflation processes confirms.
Notes
1 Notice that depends on the transition density from to , so we put explicitly the dependence on in the notation.
2 See http://sdw.ecb.europa.eu/browse.do?node=9138811. Data are seasonally adjusted.
3 The two countries entreed the EU in 2004. Slovenia adopted the Euro in 2007 and Slovakia in 2009.
4 Italy is a sort of singleton in Busetti et al. (Citation2007), while it is included in the Southern countries cluster in our analysis.
5 The coefficients and are supposed to be unknown and estimated non-parametrically as in De Gregorio and Iacus (Citation2010).
6 See Eickmeier and Breitung (Citation2006) for a comparison.