论文标题
通过贝叶斯马尔可夫链方法量化“历史末端”
Quantifying the `end of history' through a Bayesian Markov-chain approach
论文作者
论文摘要
在整个人类历史上,政治制度一直在变化。在20世纪末自由民主国家明显取得了胜利之后,弗朗西斯·福山(Francis Fukuyama)和其他人一直在争论,人类正在以自由民主国家的普遍性的形式接近“历史的终结”(EOH)。最近的事态发展似乎表明了全球有缺陷的民主国家的兴起,这一观点受到了挑战。没有试图通过统计方法量化预期的EOH。在这项研究中,我们将政治制度之间的过渡模拟为马尔可夫进程,并 - 使用贝叶斯推论方法 - 我们估计了从时间序列数据中描述了从1800年至2018年开始的政治制度演变的政治制度之间的过渡概率。然后,我们计算了这个马尔可夫进程的稳定状态,该过程代表了EOH的数学抽象,并预测约有46%的国家将是充分的民主国家。此外,我们发现,在我们的模型下,预计世界上半个世纪的专制人数将在下降之前增加。然后,我们利用随机步行理论,分别估计不同类型的政权的生存曲线,并分别估算了民主国家和独裁者的特征生命,分别为244年和69年。量化预期的EOH使我们能够挑战对政治平衡本质的共同信念。具体而言,我们没有发现EOH构成民主政权的固定,完全无所不知的证据。
Political regimes have been changing throughout human history. After the apparent triumph of liberal democracies at the end of the twentieth century, Francis Fukuyama and others have been arguing that humankind is approaching an `end of history' (EoH) in the form of a universality of liberal democracies. This view has been challenged by recent developments that seem to indicate the rise of defective democracies across the globe. There has been no attempt to quantify the expected EoH with a statistical approach. In this study, we model the transition between political regimes as a Markov process and -- using a Bayesian inference approach -- we estimate the transition probabilities between political regimes from time-series data describing the evolution of political regimes from 1800--2018. We then compute the steady state for this Markov process which represents a mathematical abstraction of the EoH and predicts that approximately 46 % of countries will be full democracies. Furthermore, we find that, under our model, the fraction of autocracies in the world is expected to increase for the next half-century before it declines. Using random-walk theory, we then estimate survival curves of different types of regimes and estimate characteristic lifetimes of democracies and autocracies of 244 years and 69 years, respectively. Quantifying the expected EoH allows us to challenge common beliefs about the nature of political equilibria. Specifically, we find no statistical evidence that the EoH constitutes a fixed, complete omnipresence of democratic regimes.