Analyzing Economic Convergence Across the Americas: A Survival Analysis Approach to GDP per Capita Trajectories

arXiv:2404.04282v1 Announce Type: cross
Abstract: By integrating survival analysis, machine learning algorithms, and economic interpretation, this research examines the temporal dynamics associated with attaining a 5 percent rise in purchasing power parity-adjusted GDP per capita over a period of 120 months (2013-2022). A comparative investigation reveals that DeepSurv is proficient at capturing non-linear interactions, although standard models exhibit comparable performance under certain circumstances. The weight matrix evaluates the economic ramifications of vulnerabilities, risks, and capacities. In order to meet the …

abstract algorithms americas analysis arxiv convergence cs.lg dynamics econ.gn economic gdp interpretation investigation machine machine learning machine learning algorithms per power q-fin.ec q-fin.st research survival temporal type