The statistical analysis of compositional data
The statistical analysis of compositional data
Statistical analysis with missing data
Statistical analysis with missing data
Assessing a Mixture Model for Clustering with the Integrated Completed Likelihood
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stability of household income in European countries in the 1990s
Computational Statistics & Data Analysis
Stability of household income in European countries in the 1990s
Computational Statistics & Data Analysis
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The patterns of change in the annual household income in the countries of the European Community during the years 1994-1999 are explored. The income is modelled by mixtures of multivariate log-normal distributions, and the mixture components are interpreted as representing one subpopulation with steady increments and others with various levels of volatility. The method is extended to models for a combination of log-normal and categorical variables. An index of income stability is defined for the countries. Throughout, we emphasise graphical summaries of the results.