Mohammad Zoynul Abedin
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View article: Towards Sustainable Health: A Time Series Analysis of Health-Related Sustainable Development Goal Indicators (SDG 3, 6) for Bangladesh Using ARIMA and Machine Learning Models
Towards Sustainable Health: A Time Series Analysis of Health-Related Sustainable Development Goal Indicators (SDG 3, 6) for Bangladesh Using ARIMA and Machine Learning Models Open
IntroductionBangladesh’s progress toward the Sustainable Development Goals (SDGs) remains closely tied to health and environmental outcomes, particularly SDG 3 (Good Health and Well-being) and SDG 6 (Clean Water and Sanitation). Despite su…
View article: A multi-objective framework for predicting public opinion trends on infectious diseases using NSGA-II and interval predictions
A multi-objective framework for predicting public opinion trends on infectious diseases using NSGA-II and interval predictions Open
View article: Predicting financial cycles with dynamic ensemble selection frameworks using leading, coincident and lagging indicators
Predicting financial cycles with dynamic ensemble selection frameworks using leading, coincident and lagging indicators Open
View article: Quantile time-frequency spillovers among climate policy uncertainty, energy markets, and stock markets
Quantile time-frequency spillovers among climate policy uncertainty, energy markets, and stock markets Open
From a spillover network perspective, this study employs the QVAR-DY and QVAR-BK models to detect how global climate policy uncertainty (CPU) interacts with energy markets, encompassing coal, crude oil, natural gas, and clean energy, as we…
View article: Climate anomalies and corporate environmental governance: Empirical evidence from ENSO events
Climate anomalies and corporate environmental governance: Empirical evidence from ENSO events Open
View article: Stability analysis of smart product service ecosystem based on CN-PF-ORESTE combination model
Stability analysis of smart product service ecosystem based on CN-PF-ORESTE combination model Open
View article: Does protection of trade secrets matter for firms’ access to external capital?
Does protection of trade secrets matter for firms’ access to external capital? Open
View article: Sowing Sustainability: How does fintech mitigate agricultural financial risk from climate change vulnerability
Sowing Sustainability: How does fintech mitigate agricultural financial risk from climate change vulnerability Open
This study examines the impact of climate vulnerability on agricultural finance and explores the moderating role of fintech in this nexus. Using a sample of 1017 firms from 24 countries, we find that climate vulnerability is positively ass…
View article: The effects of regulatory mechanism on enterprise carbon reduction policies
The effects of regulatory mechanism on enterprise carbon reduction policies Open
View article: An intelligent predictive framework for consumer returns forecasting: Leveraging social media data in the electronics service industry
An intelligent predictive framework for consumer returns forecasting: Leveraging social media data in the electronics service industry Open
View article: Transitioning to Sustainability: Dynamic Spillovers Between Sustainability Indices and Chinese Stock Market
Transitioning to Sustainability: Dynamic Spillovers Between Sustainability Indices and Chinese Stock Market Open
This paper investigates the dynamic transition of the Chinese stock market towards a just and sustainable future by examining the tail risk connectedness and frequency‐quantile dependence between a series of sustainability indices and Chin…
View article: Quantile and Time–Frequency Risk Spillover Between Climate Policy Uncertainty and Grains Commodity Markets
Quantile and Time–Frequency Risk Spillover Between Climate Policy Uncertainty and Grains Commodity Markets Open
This paper aims to study the dynamic risk connection between the Climate Policy Uncertainty Index (CPU) of the United States and the grain commodity market. Our findings denote that (a) quantile spillover is stronger at extreme than median…
View article: Forecasting Volatility of Australian Stock Market Applying WTC‐DCA‐Informer Framework
Forecasting Volatility of Australian Stock Market Applying WTC‐DCA‐Informer Framework Open
This article proposed a novel hybrid framework, the WTC‐DCA‐Informer, for forecasting volatility in the Australian stock market. The findings indicated that (1) through a comprehensive comparison with various machine learning and deep lear…
View article: Market efficiency and its determinants: Macro-level dynamics and micro-level characteristics of cryptocurrencies
Market efficiency and its determinants: Macro-level dynamics and micro-level characteristics of cryptocurrencies Open
This research investigates how market-wide conditions (macro aspects) and individual cryptocurrency-specific characteristics (micro aspects) influence the efficiency of cryptocurrency markets. Macro aspects encompass the impacts of overall…
View article: WFFS—An ensemble feature selection algorithm for heterogeneous traffic accident data analysis
WFFS—An ensemble feature selection algorithm for heterogeneous traffic accident data analysis Open
View article: An Ensemble Model Minimising Misjudgment Cost: Empirical Evidence From Chinese Listed Companies
An Ensemble Model Minimising Misjudgment Cost: Empirical Evidence From Chinese Listed Companies Open
Predicting corporate financial distress is critical for bank lending and corporate bond investment decisions. Incorrect identification of default status can mislead lenders and investors, leading to substantial losses. This paper proposes …
View article: An enquiry into the monetary policy and stock market shocks in the US
An enquiry into the monetary policy and stock market shocks in the US Open
This paper investigates the nexus between the monetary policy shocks and stock price shocks during various economic cycles in the US, from the first quarter of 1982 to the fourth quarter of 2022. For the empirical analysis, S&P 500, real G…
View article: Prediction and decoding of metaverse coin dynamics: a granular quest using MODWT-Facebook’s prophet-TBATS and XAI methodology
Prediction and decoding of metaverse coin dynamics: a granular quest using MODWT-Facebook’s prophet-TBATS and XAI methodology Open
The growing media buzz and industry focus on the emergence and rapid development of Metaverse technology have paved the way for the escalation of multifaceted research. Specific Metaverse coins have come into existence, but they have barel…
View article: The impact of extreme climate on tourism sector international stock markets: A quantile and time-frequency perspective
The impact of extreme climate on tourism sector international stock markets: A quantile and time-frequency perspective Open
This paper aims to investigate the heterogeneous effects of the Southern Oscillation Index (SOI) on the tourism Sector of International Stock Markets under varying climate conditions and time-frequency using the Quantile-on-Quantile Regres…
View article: Loss Given Default (Lgd)-Driven Interpretable Model Framework for Analyzing Farmers’ Credit Risk Feature Selection
Loss Given Default (Lgd)-Driven Interpretable Model Framework for Analyzing Farmers’ Credit Risk Feature Selection Open
View article: Class imbalance Bayesian model averaging for consumer loan default prediction: The role of soft credit information
Class imbalance Bayesian model averaging for consumer loan default prediction: The role of soft credit information Open
View article: How do Chinese urban investment bonds affect its economic resilience? Evidence from double machine learning
How do Chinese urban investment bonds affect its economic resilience? Evidence from double machine learning Open
View article: Tail risk contagion and multiscale spillovers in the green finance index and large US technology stocks
Tail risk contagion and multiscale spillovers in the green finance index and large US technology stocks Open
View article: Extreme risk connection among the European Tourism, energy and carbon emission markets
Extreme risk connection among the European Tourism, energy and carbon emission markets Open
View article: Determinants of <scp>FinTech</scp> Equity Funding Flows: Evidence From a Global Perspective
Determinants of <span>FinTech</span> Equity Funding Flows: Evidence From a Global Perspective Open
This study explores the factors affecting FinTech (Financial technology startups) equity financing and deals. Traditional and alternative financing are currently progressing together; however, alternative financing remains underexplored. U…
View article: Farmers' credit risk evaluation with an explainable hybrid ensemble approach: A closer look in microfinance
Farmers' credit risk evaluation with an explainable hybrid ensemble approach: A closer look in microfinance Open
View article: Does climate risk as barometers for specific clean energy indices? Insights from quartiles and time-frequency perspective
Does climate risk as barometers for specific clean energy indices? Insights from quartiles and time-frequency perspective Open
View article: Impact of green bonds on traditional equity markets
Impact of green bonds on traditional equity markets Open
View article: Asymmetric dependency among US national financial conditions and clean energy markets
Asymmetric dependency among US national financial conditions and clean energy markets Open
View article: Data‐driven control and a prey–predator model for sourcing decisions in the low‐carbon intertwined supply chain
Data‐driven control and a prey–predator model for sourcing decisions in the low‐carbon intertwined supply chain Open
This paper addresses the challenges of low‐carbon sourcing in intertwined supply chains by proposing a data‐driven control framework and a prey–predator model for sourcing decisions. The objective is to optimize low‐carbon objectives and r…