{"title":"Multivariate Affine GARCH in portfolio optimization. Analytical solutions and applications","authors":"Marcos Escobar-Anel , Yu-Jung Yang , Rudi Zagst","doi":"10.1016/j.najef.2025.102376","DOIUrl":"10.1016/j.najef.2025.102376","url":null,"abstract":"<div><div>This paper develops an optimal portfolio allocation formula for multi-assets where the covariance structure follows a multivariate Affine GARCH(1,1) process. We work under an expected utility framework, considering an investor with constant relative risk aversion (CRRA) utility who wants to maximize the expected utility from terminal wealth. After approximating the self-financing condition, we derive closed-form expressions for all the quantities of interest to investors: optimal allocations, optimal wealth process, and value function. Such a complete analytical solution is a first in the GARCH multivariate literature. Our empirical analyses show a significant impact of multidimensional heteroscedasticity in portfolio decisions compared to a setting of constant covariance as per Merton’s embedded solution.</div></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"77 ","pages":"Article 102376"},"PeriodicalIF":3.8,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143192813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Daniel Sungyeon Kim , Kwangwon Ahn , Hanwool Jang , Jaeyoon Lee
{"title":"CEO turnover and financial policy transfer","authors":"Daniel Sungyeon Kim , Kwangwon Ahn , Hanwool Jang , Jaeyoon Lee","doi":"10.1016/j.najef.2025.102382","DOIUrl":"10.1016/j.najef.2025.102382","url":null,"abstract":"<div><div>We explore how Chief Executive Officer (CEO) turnovers influence firms’ capital structures. Our findings indicate that adjustments in capital structure are markedly more significant when the incoming CEO is sourced from outside the firm, compared to internal promotions. Moreover, firms undergoing CEO turnovers tend to realign their actual leverage to target levels more swiftly than those without such changes, with this process being particularly accelerated when the CEO is externally appointed. A notable insight from our analysis is that external CEOs frequently adopt and apply leverage strategies from their previous positions, transferring financial strategies that reflect their past experiences. These patterns remain robust when we specifically examine forced turnovers, suggesting that the external versus internal nature of succession, rather than the reason for turnover, drives the transfer of financial policies.</div></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"77 ","pages":"Article 102382"},"PeriodicalIF":3.8,"publicationDate":"2025-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143192865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Evaluating the hedging potential of energy, metals, and agricultural commodities for U.S. stocks post-COVID-19","authors":"SeungOh Han","doi":"10.1016/j.najef.2025.102380","DOIUrl":"10.1016/j.najef.2025.102380","url":null,"abstract":"<div><div>This study employs TVP-VAR analysis to assess risk spillover effects between the U.S. stock ETF and commodity futures (energy, metals, grains, livestock, and soft) during the year surrounding the COVID-19 outbreak. Market connectedness intensifies rapidly after January 2020, with Brent crude oil and heating oil emerging as major net risk transmitters and Richard Bay coal as a primary receiver. While short-term interconnectedness shows sharp spikes with quick reversals, long-term interconnectedness exhibits modest but persistent elevation, necessitating horizon-specific hedging strategies. Our analysis reveals that livestock futures provide the most cost-effective hedge against the S&P 500 ETF, highlighting the potential of previously overlooked instruments. Energy futures demonstrate significant risk mitigation capabilities, reinforcing their established hedging role, while soft futures show notably enhanced hedging effectiveness. These patterns remain consistent across sector ETFs, with metals futures particularly effective for energy ETF hedging. The findings prove robust to alternative specifications, including the NASDAQ 100 ETF, extended analysis periods, different pandemic period definitions, and raw returns.</div></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"77 ","pages":"Article 102380"},"PeriodicalIF":3.8,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143348610","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mobeen Ur Rehman , Neeraj Nautiyal , Rami Zeitun , Xuan Vinh Vo
{"title":"The temporal variability in the returns of socially responsible funds to structural oil shocks","authors":"Mobeen Ur Rehman , Neeraj Nautiyal , Rami Zeitun , Xuan Vinh Vo","doi":"10.1016/j.najef.2025.102366","DOIUrl":"10.1016/j.najef.2025.102366","url":null,"abstract":"<div><div>In this paper, we investigate the potential presence of returns comovement between socially responsible investment (SRI) funds and oil shocks based on daily data from March 8, 2016 to June 11, 2021. According to the seminal work of <span><span>Ready (2018)</span></span>, oil shocks can be supply-, demand-, or risk-driven in nature. We applied a contemporary rolling window wavelet correlation approach across various levels of decomposition to measure the degree of comovement between oil shocks and SRI returns. The results of this highlight the heterogeneous influence of oil shocks on SRI returns. More specifically, demand shocks have a positive influence, whereas risk shocks show a negative correlation with SRI returns. In contrast, the results for supply shocks are mixed. We also noted the causal effect of risk shocks on the returns of SRI funds. This work has implications for investors who follow the ESG framework under the influence of the international oil market.</div></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"77 ","pages":"Article 102366"},"PeriodicalIF":3.8,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143192814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Environmental tax reform and corporate tax avoidance: A quasi-natural experiment on China’s environmental protection tax law","authors":"Zhongbo Jing , Wei Zhang , Pengcheng Zhao , Yang Zhao","doi":"10.1016/j.najef.2025.102367","DOIUrl":"10.1016/j.najef.2025.102367","url":null,"abstract":"<div><div>The implementation of China’s Environmental Protection Tax Law (EPTL) in 2018 granted local governments the autonomy to adjust local environmental tax rates, raising concerns about potential unintended consequences. This study employs a time-varying difference-in-differences (DID) method to investigate the impact of the EPTL on corporate tax avoidance, utilizing data from China’s A-share listed polluting firms spanning from 2015 to 2021. The findings reveal the following: a) the EPTL substantially intensifies tax avoidance among polluting firms in regions with rising environmental tax rates. The policy’s impact is more significant in firms with pre-existing extensive tax avoidance practices and does not significantly influence innovation inputs and outputs; b) this effect is primarily driven by companies with higher operational risks, political connections, and greater market bargaining power; c) the boosting effect of this policy is influenced by regional features and company characteristics; d) the findings indicate that tax avoidance increases firm value, explaining the motivation behind corporate tax avoidance. This study provides pivotal empirical evidence for assessing the unintended consequences of the EPTL.</div></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"76 ","pages":"Article 102367"},"PeriodicalIF":3.8,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143094288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Imported risk in global financial markets: Evidence from cross-market connectedness","authors":"Zisheng Ouyang , Zhen Chen , Xuewei Zhou , Zhongzhe Ouyang","doi":"10.1016/j.najef.2025.102374","DOIUrl":"10.1016/j.najef.2025.102374","url":null,"abstract":"<div><div>We propose a cross-market connectedness network, including stock market layer and foreign exchange market layer in the spillover index method for investigating imported risk in global financial markets. In addition, we explore the topology of the cross-market connectedness network at the system and market layers. We also identify the key drivers of global risk spillovers by constructing the systemic importance indicator. Meanwhile, we examine the impact of global economic policy uncertainty, geopolitical risks, and external financial conditions on imported risk of international financial markets. Our results show that risk contagion in the stock market is more pronounced than in the foreign exchange market. Furthermore, we note that advanced markets are the main recipients of global imported risk, with the Netherlands, the EU and France being the most strongly shocked to external risks. Finally, the determinants analysis suggests that geopolitical risks significantly increase imported risk in global stock markets, while external financial conditions have a driving effect on risk spillovers in foreign exchange markets.</div></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"76 ","pages":"Article 102374"},"PeriodicalIF":3.8,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143094292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Bank liquidity supply and corporate investment during the 2008–2009 financial crisis","authors":"Wei Zhang","doi":"10.1016/j.najef.2025.102371","DOIUrl":"10.1016/j.najef.2025.102371","url":null,"abstract":"<div><div>I use a novel identification strategy to examine whether bank liquidity supply affected corporate investment decisions during the 2008–2009 financial crisis. By exploiting the predetermined variation in the maturity structure of credit lines, I find that firms whose last pre-crisis credit lines were scheduled to mature at the time of the crisis significantly reduced investment relative to similar firms whose pre-crisis credit lines were not scheduled to expire. The results are robust to classifying firms based on the maturity profile of their pre-2006 credit lines and to controlling for the portion of long-term debt coming due in the crisis. Furthermore, this effect is concentrated among financially constrained firms, industries more dependent on external finance, or firms whose pre-crisis lenders were less healthy. Overall, the findings highlight the importance of credit line maturity in explaining investment outcomes during the crisis, consistent with the real effects of bank liquidity supply.</div></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"76 ","pages":"Article 102371"},"PeriodicalIF":3.8,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143094293","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"How does news-driven monetary policy frictions affect nonperforming loans?--Taking Chinese commercial banks as an example","authors":"Heng-Guo Zhang , Shihong Wang , Yuchi Xie","doi":"10.1016/j.najef.2024.102353","DOIUrl":"10.1016/j.najef.2024.102353","url":null,"abstract":"<div><div>In this paper, the monetary policy frictions index is constructed based on financial news and the dynamic stochastic general equilibrium (DSGE) model is extended with machine learning. We theoretically analyze how news-driven monetary policy frictions affect the nonperforming loans of commercial banks. Furthermore, a monetary policy frictions volatility network is constructed with complex network to study the spillover effect of monetary policy frictions in the network. Finally, spatial econometric methods are employed to empirically examine the effect of news-driven monetary policy frictions on nonperforming loans. The results show that monetary policy frictions have a significant positive spatial effect on the nonperforming loans of Chinese commercial banks. Thus, the government is expected to increase information transparency in the transmission of monetary policy to reduce information asymmetry.</div></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"76 ","pages":"Article 102353"},"PeriodicalIF":3.8,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143094380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jiling Cao , Jeong-Hoon Kim , Wenqiang Liu , Wenjun Zhang
{"title":"Investment opportunity strategy in a double-mean-reverting 4/2 stochastic volatility environment","authors":"Jiling Cao , Jeong-Hoon Kim , Wenqiang Liu , Wenjun Zhang","doi":"10.1016/j.najef.2024.102358","DOIUrl":"10.1016/j.najef.2024.102358","url":null,"abstract":"<div><div>The investment-timing problem and the valuation of the right to take certain business initiatives in a given project (called a “real option”) have been considered by many authors under the assumption that volatility of the present value of the expected future net cash flows is stochastic. In this paper, we re-tackle these problems by assuming that the present value of the expected future net cash flows follows the double-mean-reverting 4/2 stochastic volatility model, proposed recently by Cao et al. (2023). Applying an asymptotic analysis approach outlined by Fouque et al. (2011), we obtain two approximation formulas for the value of the real option and the investment threshold, respectively. We conduct numerical experiments on sensitivity analysis of the formulas with respect to the model parameters (“Heston”- and “3/2”-factors) and the associated variables. Furthermore, we also conduct the least square Monte Carlo (LSM) simulation proposed by Longstaff and Schwartz (2001), and compare the real option values from our approximation formula with those from the LSM simulation. Our analysis shows that the relative errors are less than 0.3% in most of our cases, which justifies the appropriateness of our asymptotic approach for the model.</div></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"76 ","pages":"Article 102358"},"PeriodicalIF":3.8,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143094386","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Optimal venture capital entry–exit strategy with jump–diffusion risk","authors":"Si Zuo , Haijun Wang","doi":"10.1016/j.najef.2024.102359","DOIUrl":"10.1016/j.najef.2024.102359","url":null,"abstract":"<div><div>This paper introduces a double exponential jump–diffusion process to model the pre-expansion value of a start-up firm. Within this framework, we present a dynamic model for studying the entry and exit decisions of venture capitalists (VCs). The model returns an analytical solution for the entry trigger, a semi-analytical solution for the exit trigger, the post-money optimum ownership, the (raw) cash multiple and a new time-adjusted version. Significantly, we uncover a direct correlation between the optimal premium upon exit through the trade sale (M&A) and the start-up firm’s value during the M&A offer. Additionally, we theoretically demonstrate that the exit trigger is larger than the value of the start-up firm when the VC makes a M&A offer to the buyer. Our numerical analysis discusses the following empirical implications: (i) postponing the M&A offer results in an increased optimal premium, leading to a strategically delayed divestment. This delay corresponds to an amplified (raw) cash multiple but triggers a notable decrease in the adjusted cash multiple; (ii) considering jump risk enhances the expected investment performance; (iii) the post-money optimum ownership is not influenced by jump risk; (iv) greater uncertainty associated with jump intensity and volatility prompts delayed entry and exit decisions, producing larger cash multiples; (v) a higher VC’s optimism leads to an increased (raw) cash multiple and a decreased adjusted cash multiple.</div></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"76 ","pages":"Article 102359"},"PeriodicalIF":3.8,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143103395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}