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Natural Resources, Institutions and the Quality-adjusted Human Capital 自然资源、制度与质量调整的人力资本
Pub Date : 2020-12-08 DOI: 10.2139/ssrn.3744787
Soran Mohtadi
PurposeThe purpose of this paper is to investigate the resource rents–quality-adjusted human capital nexus and the impact of quality of institutions.Design/methodology/approachFor a large data set of 161 countries for the period 1996–2018 (yearly and 4-year periods), fixed effect estimation method is applied to investigate the impact of resource rents on quality-adjusted human capital and the role of quality of institutions on this relationship.FindingsThe paper found little evidence on the negative, significant and direct impact of total resource rents on quality-adjusted human capital. However, the results show that the negative effect of resource rents can be mediated by the quality of institutions. This result is robust to a long list of controls, different specifications and estimation techniques, as well as several robustness checks. Therefore, institutional quality seems to play a critical role in determining the indirect impact of natural resources on human capital. Moreover, the obtained results demonstrate that this resource adverse effect depends on the type of resource rents; in particular, high dependency on oil rents in developing countries appears to harm human capital.Research limitations/implicationsThe paper shows that it is not obvious that total resource rents decrease human capital and found that the coefficient is no longer significant in the two-way fixed effects model. However, the analysis has emphasized the crucial role of political institutions in this relationship and has shown that countries with higher quality of institutions make the most of their resource rents transiting to a better human capital environment. This result is found to be robust to a list of controls, different specifications and estimation techniques, as well as several robustness checks. In addition, we demonstrate that not all resources affect human capital in the same way and found that oil rents have a significant negative effect on human capital. This is an important distinction since several countries are blessing from oil rents. From this we conclude that the effect of natural resources on human capital varies across different types of commodities. On the other hand, the interaction between institutions and the sub-categories of resource rents shows that oil rents can increase human capital only in developing countries with higher quality of institutions (above the threshold). This result is also still hold while using alternative measures of political institutions.Practical implicationsThe results in this paper have important policy implications. In particular, results highlight important heterogeneities in the role resource rents to the economy. As international commodity prices have shown high volatility in recent years, it is important for policy makers to understand the rents. Rents which are the difference between the price of a commodity and the average cost of producing it can have different effects in the economy, including the human
目的研究资源租金-质量调整的人力资本关系及其对制度质量的影响。设计/方法/方法对1996-2018年161个国家(年度和4年期)的大型数据集,采用固定效应估计方法研究资源租金对经质量调整的人力资本的影响,以及制度质量在这种关系中的作用。研究发现,资源总租金对经质量调整的人力资本具有显著的直接负向影响。然而,研究结果表明,资源租金的负面影响可以通过制度质量来调节。这个结果对于一长串的控制、不同的规范和估计技术,以及几个鲁棒性检查都是鲁棒的。因此,制度质量似乎在决定自然资源对人力资本的间接影响方面起着关键作用。此外,所得结果表明,这种资源不利影响取决于资源租金的类型;特别是,发展中国家对石油租金的高度依赖似乎损害了人力资本。研究局限/启示研究发现,资源总租金对人力资本的影响并不明显,在双向固定效应模型中,该系数不再显著。然而,该分析强调了政治制度在这种关系中的关键作用,并表明制度质量较高的国家能够充分利用其资源租金向更好的人力资本环境过渡。该结果对一系列控制、不同的规范和估计技术以及几个鲁棒性检查都具有鲁棒性。此外,我们还证明了并非所有资源对人力资本的影响都是相同的,并发现石油租金对人力资本有显著的负向影响。这是一个重要的区别,因为一些国家受益于石油租金。由此我们得出结论,自然资源对人力资本的影响在不同类型的商品中有所不同。另一方面,制度与资源租金子类别之间的相互作用表明,石油租金只有在制度质量较高(高于阈值)的发展中国家才能增加人力资本。在使用政治制度的替代措施时,这一结果仍然成立。实际意义本文的研究结果具有重要的政策意义。特别是,结果突出了资源租金对经济的作用的重要异质性。由于近年来国际大宗商品价格表现出高度波动,政策制定者了解租金非常重要。租金是一种商品的价格和生产它的平均成本之间的差额,它可以对经济产生不同的影响,包括人力资本。研究表明,在制度质量低的国家,自然资源租金对制度质量产生负面影响,导致冲突、腐败和促进寻租活动。总的来说,这加强了掌权的精英阶层,他们显然对维持现状感兴趣。换句话说,资源租金和阻碍制度变革的低质量制度之间存在恶性循环。如何以最好的方式监管这一点,需要很好地了解资源租金是如何产生的,如何被不同部门占用,它们的不同影响以及人们对这些租金的反应。有证据表明,改善政治制度的政策可能有助于各国改善社会成果,如提供高社会回报的健康和教育。原创性/价值本文为作者博士研究的一部分,为原创性贡献。
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引用次数: 2
How Many km2 of Solar Panels in Spain and how much battery backup would it take to power Germany 西班牙需要多少平方公里的太阳能电池板,德国需要多少备用电池
Pub Date : 2020-11-13 DOI: 10.2139/ssrn.3730155
Dr. Lars Schernikau, William Smith
Germany is responsible for about 2% of global annual CO2 emissions from energy. To match Germany’s electricity demand (or over 15% of EU’s electricity demand) solely from solar photovoltaic panels located in Spain, about 7% of Spain would have to be covered with solar panels (~35.000 km2). Spain is the best-situated country in Europe for solar power, better in fact than India or (South) East Asia. The required Spanish solar park (PV-Spain) will have a total installed capacity of 2.000 GWp or almost 3x the 2020 installed solar capacity worldwide of 715 GW. In addition, backup storage capacity totaling about 45 TWh would be required. To produce sufficient storage capacity from batteries using today’s leading technology would require the full output of 900 Tesla Gigafactories working at full capacity for one year, not counting the replacement of batteries every 20 years. For the entire European Union’s electricity demand, 6 times as much – about 40 % of Spain (~200.000 km2) – would be required, coupled with a battery capacity 6x higher. To keep the Solar Park functioning just for Germany, PV panels would need to be replaced every 15 years, translating to an annual silicon requirement for the panels reaching close to 10% of current global production capacity (~135% for one-time setup). The silver requirement for modern PV panels powering Germany would translate to 30% of the annual global silver production (~450% for one-time setup). For the EU, essentially the entire annual global silicon production and 3x the annual global silver production would be required for replacement only. There are currently not enough raw materials available for a battery backup. A 14-day battery storage solution for Germany would exceed the 2020 global battery production by a factor of 4 to 5x. To produce the required batteries for Germany alone (or over 15% of EU’s electricity demand) would require mining, transportation and processing of 0,4-0,8 billion tons of raw materials every year (7 to 13 billion tons for one-time setup), and 6x more for Europe. The raw materials required include lithium, copper, cobalt, nickel, graphite, rare earths & bauxite, coal, and iron ore for aluminum and steel. The 2020 global production of lithium, graphite anodes, cobalt or nickel would not nearly suffice by a multiple factor to produce the batteries for Germany alone.
德国每年的二氧化碳排放量约占全球能源排放总量的2%。为了满足德国的电力需求(或超过欧盟电力需求的15%),仅来自西班牙的太阳能光伏电池板,大约7%的西班牙将被太阳能电池板覆盖(约35,000平方公里)。西班牙是欧洲最适合太阳能发电的国家,实际上比印度或(南亚)东亚还要好。所需的西班牙太阳能公园(PV-Spain)的总装机容量将达到2000 GWp,几乎是2020年全球太阳能装机容量715 GW的3倍。此外,还需要总计约45twh的备用存储容量。要利用当今领先的技术从电池中产生足够的存储容量,需要900个特斯拉超级工厂满负荷工作一年,这还不包括每20年更换一次电池。对于整个欧盟的电力需求来说,需要6倍的电力——大约是西班牙的40%(约200.000平方公里),再加上电池容量要高出6倍。为了使太阳能公园仅为德国服务,光伏电池板需要每15年更换一次,这意味着每年对电池板的硅需求接近当前全球产能的10%(一次性安装约为135%)。为德国供电的现代光伏电池板所需的白银将占全球白银年产量的30%(一次性安装约为450%)。对于欧盟来说,基本上只需要全球硅年产量的全部和全球银年产量的三倍就可以进行更换。目前没有足够的原材料用于备用电池。德国的14天电池存储解决方案将超过2020年全球电池产量的4到5倍。仅为德国生产所需的电池(或超过欧盟电力需求的15%)将需要每年开采,运输和加工40 - 80亿吨原材料(一次性设置为70 - 130亿吨),而欧洲则需要6倍以上。所需的原材料包括锂、铜、钴、镍、石墨、稀土和铝土矿、煤以及用于铝和钢的铁矿石。到2020年,锂、石墨阳极、钴或镍的全球产量将远远不足以为德国单独生产这些电池。
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引用次数: 1
On the Long-Term Coupling and Short-Term Decoupling of Crude Oil and Natural Gas Prices 原油和天然气价格的长期耦合与短期脱钩
Pub Date : 2020-02-24 DOI: 10.2139/ssrn.3790370
Hayette Gatfaoui
This article scrutinizes the relationship between the U.S. crude oil and natural gas prices. The relationship exhibits regime changes, which depend on technological, economic and geopolitical factors. We find that crude oil and natural gas prices decouple over two periods of about three years each (i.e. short-term decoupling) while they couple over four subsequent periods (i.e. long-term coupling during thirteen years approximately). During decoupling periods, crude oil and natural gas prices exhibit a negative correlation while the correlation becomes positive during coupling periods. Using linear Kalman filter, we allow for stochastic regression coefficients and heteroskedastic errors in measurement equation to appraise the time-varying relationship between crude oil and natural gas price changes. Such approach decomposes a global nonlinear relationship into period-specific linear linkages. Moreover, random parameters/volatility illustrate the uncertainty in energy costs and prices, and handle local nonlinearity. Incidentally, natural gas and crude oil price changes are non-significantly linked during decoupling periods. Our findings depict changes in the competition between oil price makers and takers, and the impact of technological improvements, including the shale gas revolution. They also open the door to possible short- and/or long-term hedging and arbitrage strategies between crude oil and natural gas.
本文详细分析了美国原油和天然气价格之间的关系。中美关系呈现出受技术、经济和地缘政治因素影响的机制变化。我们发现,原油和天然气价格分别在大约三年的两个时期内脱钩(即短期脱钩),而它们在随后的四个时期内耦合(即大约十三年的长期耦合)。在脱钩期间,原油价格与天然气价格呈负相关关系,而在耦合期间,相关关系变为正相关关系。利用线性卡尔曼滤波,我们允许测量方程中的随机回归系数和异方差误差来评估原油和天然气价格变化之间的时变关系。该方法将全局非线性关系分解为特定周期的线性联系。此外,随机参数/波动率说明了能源成本和价格的不确定性,并处理了局部非线性。顺便提一下,在脱钩期间,天然气和原油的价格变化并没有显著的联系。我们的研究结果描述了石油价格制定者和接受者之间竞争的变化,以及包括页岩气革命在内的技术进步的影响。它们还为原油和天然气之间的短期和/或长期对冲和套利策略打开了大门。
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引用次数: 0
Structural Behavioral Models for Rights-Based Fisheries 基于权利的渔业结构行为模型
Pub Date : 2020-01-10 DOI: 10.2139/ssrn.3582502
M. Reimer, J. Abbott
Rights-based management is prevalent in today's developed-world fisheries, yet spatiotemporal models of fishing behavior do not reflect such institutional settings. We develop a model of spatiotemporal fishing behavior that incorporates the dynamic and general equilibrium elements of catch-share fisheries. We propose an estimation strategy that is able to recover structural behavioral parameters through a nested fixed-point maximum likelihood procedure. We illustrate our modeling approach through a Monte Carlo analysis and demonstrate its importance for predicting out-of-sample counterfactual policies.
以权利为基础的管理在当今发达国家的渔业中很普遍,但捕捞行为的时空模型并不能反映这种制度背景。我们开发了一个时空捕捞行为模型,该模型结合了捕捞份额渔业的动态和一般平衡要素。我们提出了一种能够通过嵌套不动点极大似然过程恢复结构行为参数的估计策略。我们通过蒙特卡罗分析说明了我们的建模方法,并证明了它对预测样本外反事实策略的重要性。
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引用次数: 2
Stranded Fossil Fuel Reserves and Firm Value 搁浅的化石燃料储量和公司价值
Pub Date : 2019-11-01 DOI: 10.3386/w26497
Christina V. Atanasova, Eduardo S. Schwartz
Do capital markets reflect the possibility that fossil fuel reserves may become “stranded assets” in the transition to a low carbon economy? We examine the relation between oil firms’ value and their proved reserves. Using a sample of 679 North American oil firms for the period 1999 to 2018, we document that while reserves are an important component of oil firm value, the growth of these reserves has a negative effect on firm value. This negative effect on value is stronger for oil producers with higher extraction costs. When we decompose total reserves into developed and undeveloped reserves, we show that the negative effect of reserves growth on value is due to firms growing their undeveloped oil reserves. Unlike developed, undeveloped reserves require major capital expenditures and longer time before they can be extracted. We also document that the negative effect is stronger for undeveloped oil reserves located in countries with strict climate policies. Our evidence is consistent with markets penalizing future investment in undeveloped reserves growth due to climate policy risk. High level of institutional ownership, stock market liquidity and analyst coverage do not change the negative effect of undeveloped reserves growth on firm value.
资本市场是否反映了化石燃料储备在向低碳经济转型的过程中可能成为“搁浅资产”的可能性?我们考察了石油公司的价值与其探明储量之间的关系。使用1999年至2018年期间679家北美石油公司的样本,我们证明,尽管储量是石油公司价值的重要组成部分,但这些储量的增长对公司价值产生了负面影响。对于开采成本较高的石油生产商来说,这种对价值的负面影响更大。当我们将总储量分解为已开发储量和未开发储量时,我们发现储量增长对价值的负影响是由于企业增加了未开发的石油储量。与已开发的储量不同,未开发的储量需要大量的资本支出和较长的开采时间。我们还发现,在气候政策严格的国家,未开发的石油储备受到的负面影响更大。我们的证据表明,由于气候政策风险,市场会惩罚未来对未开发储量增长的投资。高水平的机构持股、股票市场流动性和分析师覆盖率并不能改变未开发储备增长对公司价值的负面影响。
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引用次数: 31
Greed is Good: From Super-Harvest to Recovery in a Stochastic Predator-Prey System 贪婪是好的:从超级收获到随机捕食-猎物系统中的恢复
Pub Date : 2019-09-04 DOI: 10.2139/ssrn.3447879
Yuanming Ni, L. Sandal, S. Kvamsdal, Diwakar Poudel
This paper demonstrates a predator-prey system of cod and capelin that confronts a possible scenario of prey extinction under the first-best policy in a stochastic world. We discover a novel ‘super-harvest’ phenomenon that the optimal harvest of the predator is even higher than the myopic policy, or the ‘greedy solution’, on part of the state space. This intrinsic attempt to harvest more predator to protect the prey is a critical evidence supporting the idea behind ‘greed is good’. We ban prey harvest and increase predator harvest in a designated state space area based on the optimal policy. Three heuristic recovery plans are generated following this principle. We employ stochastic simulations to analyse the probability of prey recovery and evaluate corresponding costs in terms of value loss percentage. We find that the alternative policies enhance prey recovery rates mostly around the area of 50% recovery probability under the optimal policy. When we scale up the predator harvest by 1.5, the prey recovery rate escalates for as much as 28% at a cost of 5% value loss. We establish two strategies: modest deviation from the optimal on a large area or intense measure on a small area. It seems more cost-effective to target the stock space with accuracy than to simply boost predator harvest when the aim is to achieve remarkable improvement of prey recovery probability.
本文讨论了在随机世界中,在最优策略下,鳕鱼和毛鳞鱼的捕食-食饵系统可能面临猎物灭绝的情形。我们发现了一种新的“超级收获”现象,即在部分状态空间上,捕食者的最优收获甚至高于近视策略或“贪婪解决方案”。这种内在的试图获取更多的捕食者来保护猎物的行为是支持“贪婪是好的”这一观点的关键证据。基于最优策略,在指定的状态空间区域内禁止捕获猎物,增加捕食者的捕获量。根据这一原则生成了三个启发式恢复计划。我们采用随机模拟来分析猎物恢复的概率,并根据价值损失百分比评估相应的成本。研究发现,在最优策略下,可选策略对猎物恢复率的提高主要在恢复概率为50%的范围内。当我们将捕食者的收获量增加1.5倍时,猎物的恢复率会以5%的价值损失为代价上升28%。我们建立了两种策略:在大范围内适度偏离最优,或在小范围内强烈偏离最优。当目标是实现猎物恢复概率的显著提高时,精确地瞄准种群空间似乎比简单地增加捕食者的收获更具有成本效益。
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引用次数: 1
Optimization of Age-Structured Bioeconomic Model: Recruitment, Weight Gain and Environmental Effects 年龄结构生物经济模型的优化:招募、体重增加和环境影响
Pub Date : 2019-09-03 DOI: 10.2139/ssrn.3447873
Yuanming Ni
More and more fishery researchers begin to acknowledge that one-dimensional biomass models may omit key information when generating management guidelines. For the more complicated age-structured models, numerous parameters require a proper estimation or a reasonable assumption. In this paper, the effects of recruitment patterns and environmental impacts on the optimal exploitation of a fish population are investigated. Based on a discrete-time age-structured bioeconomic model of Northeast Atlantic mackerel, we introduce the mechanisms that generate 6 scenarios of the problem. Using the simplest scenario, optimizations are conducted under 8 different parameter combinations. Then, the problem is solved for each scenario and simulations are conducted with constant fishing mortalities. It is found that a higher environmental volatility leads to more net profits but with a lower probability of achieving the mean values. Any parameter combination that favours the older fish tends to lend itself to pulse fishing pattern. The simulations indicate that a constant fishing mortality around 0.06 performs the best. A comparison between the optimal and the historical harvest shows that for more than 70% of the time, the optimal exploitation precedes the historical one, leading to 43% higher net profit and 34% lower fishing cost.
越来越多的渔业研究人员开始认识到,在制定管理准则时,一维生物量模型可能会遗漏关键信息。对于更复杂的年龄结构模型,许多参数需要适当的估计或合理的假设。本文研究了鱼类种群的增收方式和环境影响对鱼群最优开发利用的影响。基于东北大西洋鲭鱼的离散时间年龄结构生物经济模型,我们介绍了产生这一问题的6种情景的机制。使用最简单的场景,在8种不同的参数组合下进行优化。然后,对每个场景进行求解,并以恒定的捕捞死亡率进行模拟。研究发现,环境波动率越高,净利润越高,但达到平均值的概率越低。任何有利于老鱼的参数组合都倾向于采用脉冲捕鱼模式。模拟结果表明,恒定的捕鱼死亡率在0.06左右是最佳的。最优捕捞量与历史捕捞量的比较表明,在70%以上的情况下,最优捕捞量先于历史捕捞量,净利润提高43%,捕捞成本降低34%。
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引用次数: 0
Is Oil as a Financial Resource Productive? 石油作为一种金融资源是否具有生产力?
Pub Date : 2019-05-30 DOI: 10.2139/ssrn.3616526
Kui-wai Li, Tianyu Wang
This paper uses oil resource and total factor productivity as the proxies for the nominal economy and real economy, respectively, to show how oil as a financial resource would impact on economic productivity. We analyze the effect of oil export and oil import on the TFP growth rate in the full sample covering 132 countries from 1970 to 2014. Both system-GMM and nonparametric empirical results show that the oil resource has a significant negative influence on productivity growth in long-run. The empirical findings show that a 1% increase in oil export would result in 1.18% decrease in the TFP growth rate and a 1% increase in oil importing would lead to 2.91% reduction in TFP growth. After an oil price shock, the TFP growth rate declined in the resource-poor countries. Similar findings are arrived when the globe economy in divided into three groups of countries (oil exporting only, oil importing only, and countries performed both export and import of oil). The results support the argument that oil-rich countries failed to use their abundant oil resource for long-run economic growth.
本文分别用石油资源和全要素生产率作为名义经济和实体经济的代理,来展示石油作为金融资源对经济生产率的影响。我们分析了1970 - 2014年覆盖132个国家的全样本中石油出口和石油进口对全要素生产率增长率的影响。系统- gmm和非参数实证结果均表明,石油资源对生产率增长具有显著的负向影响。实证结果表明,石油出口每增加1%,TFP增长率将下降1.18%;石油进口每增加1%,TFP增长率将下降2.91%。在油价冲击之后,资源贫乏国家的全要素生产率增长率有所下降。当将全球经济划分为三组国家(仅石油出口国、仅石油进口国和既出口又进口石油的国家)时,也会得到类似的发现。研究结果支持了石油富国未能利用其丰富的石油资源实现长期经济增长的观点。
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引用次数: 1
Optimal Harvest Responses to Environmental Forecasts Depend on Resource Knowledge and How It Can Be Used 对环境预测的最佳收获响应取决于资源知识及其使用方式
Pub Date : 2018-07-19 DOI: 10.1139/CJFAS-2018-0283
Steve J Miller, A. Rassweiler, L. Dee, Kristin Kleisner, Tracey Mangin, R. Oliveros-Ramos, J. Tam, F. Chavez, Miguel Ñiquen, S. Lester, Merrick Burden, S. Gaines, C. Costello
Managing natural resources under large-scale environmental fluctuations like the El Niño Southern Oscillation (ENSO) is likely to become increasingly important under climate change. Forecasts of environmental conditions are improving, but the best response to an unfavorable forecast remains unclear; many practitioners advocate reducing harvest as a more precautionary approach, while prior economic theory favors increasing harvest. Using logistic and age-structured fisheries models, we show that informational constraints — uncertain stock estimates and restrictions on harvest policies — play a central role in choosing how to respond to a forecasted shock. With perfect knowledge and no policy constraints, risk-neutral managers should increase harvest when a negative shock is forecast. However, informational constraints may drive the optimal response to a forecast of a negative shock toward or away from precaution. Precautionary forecast responses arise when informational constraints make the harvest policy insufficiently sensitive to the true resource status. In contrast, uncertainty about the stock size can lead to more aggressive forecast responses when stock dynamics are nonlinear and not all fish are susceptible to fishing.
在气候变化下,在厄尔Niño南方涛动(ENSO)等大规模环境波动下管理自然资源可能变得越来越重要。对环境状况的预测正在改善,但对不利预测的最佳反应仍不清楚;许多从业者主张减少收获作为更预防的方法,而先前的经济理论倾向于增加收获。利用logistic和年龄结构渔业模型,我们表明信息约束——不确定的种群估计和对捕捞政策的限制——在选择如何应对预测的冲击方面发挥了核心作用。在知识完备且没有政策约束的情况下,风险中性的管理者应该在预测出现负面冲击时增加收益。然而,信息限制可能会驱使对负面冲击预测的最佳反应偏向或远离预防措施。当信息限制使收获政策对真实资源状况不够敏感时,就会出现预防性预测反应。相反,当种群动态是非线性的并且并非所有鱼类都易受捕捞影响时,种群大小的不确定性可导致更激进的预测响应。
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引用次数: 0
Creaming - And the Depletion of Resources: A Bayesian Data Analysis 奶油-和资源枯竭:一个贝叶斯数据分析
Pub Date : 2017-11-16 DOI: 10.2139/ssrn.3072338
J. Lillestøl, R. Sinding-Larsen
This paper considers sampling in proportion to size from a partly unknown distribution. The applied context is the exploration for undiscovered resources, like oil accumulations in different deposits, where the most promising deposits are likely to be drilled first, based on some geologic size indicators (“creaming”). A Log-normal size model with exponentially decaying creaming factor turns out to have nice analytical features in this context, and fits well available data, as demonstrated in Lillestol and Sinding-Larsen (2017). This paper is a Bayesian follow-up, which provides posterior parameter densities and predictive densities of future discoveries, in the case of uninformative prior distributions. The theory is applied to the prediction of remaining petroleum accumulations to be found on the mature part of the Norwegian Continental Shelf.
本文考虑从部分未知分布中按比例抽样。应用的背景是勘探未发现的资源,如不同矿床中的石油聚集,根据一些地质尺寸指标(“乳化”),最有希望的矿床可能首先钻探。正如Lillestol和Sinding-Larsen(2017)所证明的那样,在这种情况下,具有指数衰减的乳化因子的对数正态大小模型具有很好的分析特征,并且非常适合现有数据。本文是一种贝叶斯后续,在无信息先验分布的情况下,它提供了后验参数密度和未来发现的预测密度。将该理论应用于挪威大陆架成熟部分剩余油气的预测。
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引用次数: 0
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ERN: Natural Resource Economics (Topic)
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