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Modelling insurgent-incumbent dynamics: Vector autoregressions,multivariate Markov chains,and the nature of technological competition
Authors:Bruno Damásio  Sandro Mendonça
Affiliation:1. Department of Mathematics and CEMAPRE, ISEG Universidade de Lisboa, NOVA IMS, Universidade Nova de Lisboa, Lisbon, Portugal;2. Department of Economics, Instituto Universitário de Lisboa (ISCTE-IUL), Business Research Unit (BRU), SPRU, University of Sussex and UECE
Abstract:The struggle between sail and steam is a long-standing theme in economic history. But this technological competition story has only partly tackled, since most studies have appreciated the rivalry between the two alternative modes of commercial sea carriage in the late 19th century while the early period has remained relatively under-analysed. This paper models the early dynamics between the two capital goods using a vector autoregression approach (VAR) and a Multivariate Markov Chain approach (MMC). We find evidence that the relationship was non-linear, with a strong indication of complementarities and cross-technology learning effects.
Keywords:Economic history  technological competition  sailing ships  steamships  vector autoregression  multivariate Markov chains
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