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...

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...

We present a new aggregation method - called SVM algorithm - and use this technique to produce novel measures of democracy (186 countries, 1960-2014). The method takes its name from a machine learning technique for pattern recognition and has three notable features: it makes functional...

Although it has a durable institutional shape, the operation of capitalism takes different forms across space and time with varying distributive effects. This article contributes to a growing literature considering the successive forms taken by capitalism in the developed democracies since World...

The Philippines is often referred to as a country from which export of services rather than manufactured goods is the principal engine for economic growth, as the share of the service sector in gross domestic product has exceeded that of the industry sector since the mid-1980s. Three major...