We present a novel approach for measuring democracy based on Support Vector Machines, a mathematical algorithm for … pattern recognition. The Support Vector Machines Democracy Index (SVMDI) is continuously on the 0-1-interval and enables a … very detailed measurement of democracy for 188 countries between 1981 and 2011. Application of the SVMDI highlights a …

We present a novel approach for measuring democracy based on Support Vector Machines, a mathematical algorithm for … pattern recognition. The Support Vector Machines Democracy Index (SVMDI) is continuously on the 0-1-interval and enables a … very detailed measurement of democracy for 188 countries between 1981 and 2011. Application of the SVMDI highlights a …

We present a novel approach for measuring democracy, which enables a very detailed and sensitive index. This method is … countries in the period between 1981 and 2011. The Support Vector Machines Democracy Index (SVMDI) is continuously on the 0 … concept of democracy without additional adjustments, and due to its exibility it is also a valuable tool for comparison …

We present a novel approach for measuring democracy, which enables a very detailed and sensitive index. This method is … countries in the period between 1981 and 2011. The Support Vector Machines Democracy Index (SVMDI) is continuously on the 0 … concept of democracy without additional adjustments, and due to its exibility it is also a valuable tool for comparison …

democracy (186 countries, 1960-2014). The method takes its name from a machine learning technique for pattern recognition and … results are affected by conceptual and methodological changes in the measure of democracy. In particular, we show that …

Evidence from a novel measure of democracy (SVMDI) based on Support Vector Machines highlights a robust positive … relationship between democracy and economic growth. We argue that the ambiguity in recent studies can be traced back to the neglect … of the information in the equation in levels and the lack of sufficient sensitivity of traditional democracy indicators …

democracy (186 countries, 1960-2014). The method takes its name from a machine learning technique for pattern recognition and … results are affected by conceptual and methodological changes in the measure of democracy. In particular, we show that …

Evidence from a novel measure of democracy (SVMDI) based on Support Vector Machines highlights a robust positive … relationship between democracy and economic growth. We argue that the ambiguity in recent studies can be traced back to the neglect … of the information in the equation in levels and the lack of sufficient sensitivity of traditional democracy indicators …

We compile data for 186 countries (1919 - 2016) and apply different aggregation methods to create new democracy indices … produces upward-biased OLS and 2SLS estimates. The results of an analysis of the effect of democracy on economic growth show …

We provide a comprehensive overview of the literature on the measurement of democracy and present an extensive update … improvements are particularly notable: First, we produce a continuous and a dichotomous version of the Machine Learning democracy … conceptualization of the Machine Learning Index. Finally, we largely expand the data coverage by providing democracy indicators for 186 …