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Are they worth it? – An evaluation of predictions for NBA ‘Fantasy Sports’ 它们值得吗?-对NBA“梦幻体育”预测的评估
Q3 Economics, Econometrics and Finance Pub Date : 2023-10-23 DOI: 10.1007/s12197-023-09646-7
Jörg Döpke, Tim Köhler, Lars Tegtmeier
Abstract ‘Fantasy Sports’ - an internet-based game in which participants chose virtual teams of real professional athletes - has recently gained in popularity. Various firms provide projections regarding athletes’ future performance to help participants choose their virtual teams. We evaluate such forecasts based on 1658 projections regarding NBA basketball of four selected projection providers that were collected in February 2022. We calculate standard measures of forecast quality and find that the use of professional forecasts reduces the errors made in naïve forecasts, but only to a moderate extent. Applying regression-based tests of forecast efficiency, we find that the predictions are inefficient and, in some cases, even biased. Third, pairwise comparisons of the accuracy of the providers suggest notable differences among such providers in the short run. We use a simple optimization algorithm to choose a virtual team for each match day and feed it with the forecasts of the providers. Subsequently, we rank the providers according to the score obtained by these teams. We find small, although in one case significant, long-run differences between the providers, among whom each provides better accuracy than that of a naïve projection based on these athletes’ past performances. Finally, we simulate one-on-one competition among various forecast providers to ascertain the long-term profitability of their services. Given the small magnitude of the detected differences, our results, in brief, raise doubts as to whether the forecasts provided are worth the money.
“梦幻体育”是一种基于互联网的游戏,参与者可以选择由真正的专业运动员组成的虚拟球队。各种各样的公司提供关于运动员未来表现的预测,以帮助参与者选择他们的虚拟团队。我们基于四个选定的预测提供商在2022年2月收集的关于NBA篮球的1658个预测来评估这些预测。我们计算了预测质量的标准度量,发现专业预测的使用减少了naïve预测中的误差,但只是在中等程度上。应用基于回归的预测效率测试,我们发现预测是低效的,在某些情况下,甚至有偏差。第三,对供应商准确性的两两比较表明,这些供应商在短期内存在显著差异。我们使用一个简单的优化算法为每个比赛日选择一个虚拟球队,并将供应商的预测提供给它。随后,我们根据这些团队获得的分数对供应商进行排名。我们发现,尽管在一个案例中存在显著的差异,但提供者之间的长期差异很小,其中每个提供者都比基于这些运动员过去表现的naïve预测提供了更好的准确性。最后,我们模拟了不同预测提供商之间的一对一竞争,以确定其服务的长期盈利能力。考虑到检测到的差异幅度很小,简而言之,我们的结果引起了人们对所提供的预测是否物有所值的怀疑。
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引用次数: 0
Quantile coherency of futures prices in palm and soybean oil markets 棕榈油和豆油期货价格的分位数一致性
Q3 Economics, Econometrics and Finance Pub Date : 2023-10-17 DOI: 10.1007/s12197-023-09647-6
Panos Fousekis
Abstract The objective of the present work is to investigate the contemporaneous price co-movement in the futures markets of soybean and palm oil. This is pursued using quantile coherency (a statistical tool that allows for both frequency- and quantile-dependent linkages between stochastic processes) and daily futures prices from 2015 to 2023. The empirical findings suggest: (a) The co-movement between palm and soybean oil prices is not very high and, at the same time, it is asymmetric; prices in the two markets are more likely to crash than to boom together. (b) The intensity of co-movement tends to increase monotonically with the time-scale considered. However, the bulk of the adjustments to shocks tend to be completed within 1 month; the differences between coherency estimates in the medium- and in the long-run are rather small. (c) Price co-movement appears to be driven by both pure (short-run) contagion as well as by fundamental-based (long-run) contagion.
摘要本研究的目的是研究大豆和棕榈油期货市场的同期价格协同运动。这是通过分位数一致性(一种统计工具,允许随机过程之间的频率和分位数相关联系)和2015年至2023年的每日期货价格来实现的。实证结果表明:(a)棕榈油和大豆油价格之间的共同变动不是很高,同时也是不对称的;这两个市场的价格更有可能暴跌,而不是一起上涨。(b)在考虑时间尺度时,共运动强度趋于单调增加。然而,对冲击的大部分调整往往在1个月内完成;在中期和长期的一致性估计之间的差异是相当小的。(c)价格共同运动似乎是由纯粹的(短期)传染和基于基本面的(长期)传染共同驱动的。
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引用次数: 0
Pay it forward (digitally): sizing up the global impact of electronic wages on digital payment usage 把它传递出去(数字):评估电子工资对数字支付使用的全球影响
Q3 Economics, Econometrics and Finance Pub Date : 2023-09-26 DOI: 10.1007/s12197-023-09645-8
Jeffrey S. Allen
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引用次数: 0
Innovation and governance 创新与治理
Q3 Economics, Econometrics and Finance Pub Date : 2023-09-19 DOI: 10.1007/s12197-023-09632-z
Saurav Roychoudhury, Anuj Bhowmik, Srobonti Chattopadhyay
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引用次数: 0
Volatility transmissions and connectivity among metal and energy commodities: a network-econometric analysis 金属和能源商品之间的波动传输和连通性:网络计量经济学分析
Q3 Economics, Econometrics and Finance Pub Date : 2023-08-21 DOI: 10.1007/s12197-023-09644-9
M. Tessmann, C. Carrasco-Gutierrez, Marcelo de Oliveira Passos, Luiz Augusto Magalhães, Regis A. Ely
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引用次数: 0
Effects of a CEO’s overconfidence and his/her power on the performance of Chinese firms CEO过度自信及其权力对中国企业绩效的影响
Q3 Economics, Econometrics and Finance Pub Date : 2023-08-10 DOI: 10.1007/s12197-023-09642-x
Hao Fang, Chien‐Ping Chung, Yang-Cheng Lu, Yen‐Hsien Lee
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引用次数: 0
Whose trade flows are affected by Global Policy Uncertainty? asymmetric evidence from G7 谁的贸易流动受到全球政策不确定性的影响?来自G7的不对称证据
Q3 Economics, Econometrics and Finance Pub Date : 2023-08-07 DOI: 10.1007/s12197-023-09635-w
Mohsen Bahmani‐Oskooee, A. Mohammadian
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引用次数: 0
Volatility spillovers between oil and financial markets during economic and financial crises: A dynamic approach 经济和金融危机期间石油和金融市场之间的波动溢出效应:一种动态方法
Q3 Economics, Econometrics and Finance Pub Date : 2023-08-02 DOI: 10.1007/s12197-023-09634-x
J. Sánchez García, Salvador Cruz Rambaud
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引用次数: 0
Re-examining the impact of oil prices on stock returns in the presence of time-varying volatility 在时变波动的情况下,重新审视油价对股票回报的影响
Q3 Economics, Econometrics and Finance Pub Date : 2023-07-23 DOI: 10.1007/s12197-023-09638-7
Patrick Herb, Farooq Malik
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引用次数: 0
Granular banks and corporate investment 颗粒银行和企业投资
Q3 Economics, Econometrics and Finance Pub Date : 2023-07-22 DOI: 10.1007/s12197-023-09641-y
Adriano Maia, Guilherme de Oliveira, Raul Matsushita, S. Da Silva
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引用次数: 0
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Journal of Economics and Finance
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