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Analysis of CO 2 emissions and energy consumption by sources in MENA countries: evidence from quantile regressions
Alharthi, M.; Dogan, E.; Taskin Yesilova, F.D. (Springer, 2021-03)The development of economies and energy usage can significantly impact the carbon dioxide (CO2) emissions in the Middle East and North Africa (MENA) countries. Therefore, this study aims to analyze the factors that determine ... -
Financial inclusion and poverty: evidence from Turkish household survey data
Dogan, E.; Madaleno, M.; Taskin Yesilova, F.D. (Routledge, 2021)Even though poverty is highly felt in developing economies, the lack of relevant and complete micro-level data limits understanding which households are more exposed to poverty and the role of financial inclusion in poverty ... -
From Conventional Methods to Contemporary Neural Network Approaches: Financial Fraud Detection
Okur, M.R.; Zengin-Karaibrahimoglu, Y.; Taskin Yesilova, F.D. (Springer Nature, 2021)This chapter provides insights on the underlying reasons to replace the conventional methods with contemporary approaches—the neural network-based machine learning methods—in financial fraud detection. To do this, we perform ... -
Which households are more energy vulnerable? Energy poverty and financial inclusion in Turkey
Dogan, E.; Madaleno, M.; Taskin Yesilova, F.D. (Elsevier, 2021)This study examines the effects of financial inclusion on energy poverty using the 2018 Turkish Household Budget and Consumption Expenditure Surveys. The study adopts three different measures of energy poverty and then ...
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