Economic Modelling of the Bitcoin Mining Industry

Charles Bertucci, Louis Bertucci, J. Lasry, P. Lions
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引用次数: 4

Abstract

We propose a homogenous setting for analyzing the production industry of Bitcoin. Miners are assumed to be well diversified and to form a continuum due to free entry. We introduce the notion of real hashrate which is the actual hashrate deflated by the rate of technological progress assumed to be constant, and we show that this is the right measure to consider in such an analysis. In equilibrium, the revenue per unit of real hashrate follows a mean reverting process even with an unbounded reward process. Using the bitcoin blockchain data, we show that our parsimonious model explains well variations in the real hashrate. We provide a quantitative analysis of the R&D investment of mining hardware manufacturers. We show that, in the long run, R&D expenses, as well as the blockchain security and the bitcoin energy consumption, is proportional to the total miners reward (i.e. the bitcoin price).
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比特币采矿业的经济模型
我们提出了一个同质设置来分析比特币的生产行业。由于自由进入,矿工被认为是多元化的,并形成了一个连续体。我们引入了实际哈希率的概念,它是假定为常数的技术进步率所压缩的实际哈希率,并且我们表明这是在此类分析中考虑的正确度量。在均衡状态下,即使存在无界奖励过程,单位实际算力的收益也遵循均值回归过程。使用比特币区块链数据,我们证明了我们的简约模型很好地解释了实际哈希率的变化。我们对采矿硬件制造商的研发投入进行了定量分析。我们表明,从长远来看,研发费用,以及区块链安全性和比特币能源消耗,与矿工总奖励(即比特币价格)成正比。
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