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  • Search: subject_exact:"Principal component analysis"
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Year of publication
Subject
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Principal component analysis 1,084 Hauptkomponentenanalyse 738 principal component analysis 537 Theorie 366 Theory 363 Principal Component Analysis 244 Prognoseverfahren 135 Factor analysis 134 Forecasting model 134 Faktorenanalyse 129 Schätzung 128 Estimation 126 PCA 77 Welt 72 World 72 Economic growth 71 Wirtschaftswachstum 70 Cluster analysis 68 China 67 India 62 Korrelation 62 Zeitreihenanalyse 62 Correlation 61 Time series analysis 60 Estimation theory 58 Indien 58 Schätztheorie 58 Multivariate Analyse 55 Multivariate analysis 55 EU countries 54 EU-Staaten 54 Regression analysis 53 Portfolio selection 51 Portfolio-Management 51 Financial market 50 Regressionsanalyse 50 Clusteranalyse 49 Finanzmarkt 49 Wirtschaftsindikator 49 Economic indicator 48
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Online availability
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Free 782 Undetermined 622 CC license 77
Type of publication
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Article 1,145 Book / Working Paper 543 Other 1
Type of publication (narrower categories)
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Article in journal 737 Aufsatz in Zeitschrift 737 Working Paper 281 Graue Literatur 231 Non-commercial literature 231 Arbeitspapier 220 Article 51 Aufsatz im Buch 44 Book section 44 research-article 31 Thesis 18 Hochschulschrift 14 Conference paper 9 Konferenzbeitrag 9 Research Report 4 Collection of articles of several authors 3 Sammelwerk 3 Amtliche Publikation 1 Amtsdruckschrift 1 Case study 1 Congress Report 1 Fallstudie 1 Government document 1 Konferenzschrift 1 Lehrbuch 1 Mikroform 1 Software 1 case-report 1 conceptual-paper 1 review-article 1
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Language
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English 1,263 Undetermined 356 Spanish 28 German 20 French 7 Italian 7 Portuguese 3 Polish 2 Czech 1 Japanese 1 Russian 1 Slovak 1
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Author
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Kim, Hyeongwoo 19 Härdle, Wolfgang 15 Vanella, Patrizio 13 Klasen, Stephan 12 Rea, Alethea 11 Rea, William 11 Yang, Libin 11 Yoon, Jisu 11 Sabatini, Fabio 10 Hubert, Paul 9 McAleer, Michael 8 Eickmeier, Sandra 7 Krivobokova, Tatyana 7 Shang, Han Lin 7 Xiu, Dacheng 7 Andrés, Antonio R. 6 Aït-Sahalia, Yacine 6 Behera, Sarthak 6 Brůha, Jan 6 Deschermeier, Philipp 6 Dreger, Christian 6 Graff, Michael 6 Greenacre, Michael 6 Kim, Soohyon 6 Lettau, Martin 6 Luu, Duc Thi 6 Murcia, Andrés 6 Pelger, Markus 6 Siliverstovs, Boriss 6 Abberger, Klaus 5 Asongu, Simplice 5 Creel, Jérôme 5 Ghysels, Eric 5 Hindrayanto, Irma 5 Koopman, Siem Jan 5 Labondance, Fabien 5 Lam, Joseph C. 5 León, Carlos 5 Li, Degui 5 Sarkar, Subhadip 5
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Institution
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Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 20 EconWPA 6 Department of Economics and Business, Universitat Pompeu Fabra 5 Courant Research Centre PEG 4 Department of Economics and Finance, College of Business and Economics 4 HAL 4 Centre de recherche en Économie (OFCE), Sciences économiques 3 National Bureau of Economic Research 3 Tinbergen Instituut 3 African Governance and Development Institute (AGDI) 2 Agricultural and Applied Economics Association - AAEA 2 Association of African Young Economists - AAYE 2 Banco de México 2 C.E.P.R. Discussion Papers 2 East Asian Bureau of Economic Research (EABER) 2 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 2 Henley Business School, University of Reading 2 Institut für Volkswirtschaftslehre, Wirtschaftswissenschaftliche Fakutät 2 Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 2 Nationalökonomisk Institut, Institut for Økonomi 2 Národná Banka Slovenska 2 de Nederlandsche Bank 2 Agricultural Economics Society - AES 1 Asian Development Bank 1 Associazione Italiana per la Cultura della Cooperazione e del Non Profit - AICCON 1 BANCO DE LA REPÚBLICA 1 BBVA Research, Grupo BBVA 1 Banca d'Italia 1 Banco de la Republica de Colombia 1 Center for Financial Studies 1 Center for Policy Research, Maxwell School 1 Central Bank of Luxembourg 1 Centre Emile Bernheim, Solvay Brussels School of Economics and Management 1 Centre Interuniversitaire de Recherche en Analyse des Organisations (CIRANO) 1 Centre d'Études des Politiques Économiques (EPEE), Université d'Évry Val d'Essonne 1 Centre for Economic Research, School of Economics and Management Studies 1 Cowles Foundation for Research in Economics, Yale University 1 Department of Communication, University of Teramo 1 Department of Econometrics and Business Statistics, Monash Business School 1 Department of Economics, Faculty of Economic and Management Sciences 1
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Published in...
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MPRA Paper 20 Asian Agricultural Research 18 Working paper series / Department of Economics, Auburn University 15 International journal of forecasting 14 Working paper 14 Journal of econometrics 13 Finance research letters 12 Psychometrika 12 Water Resources Management 12 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 11 SFB 649 discussion paper 11 Applied economics 10 Cogent economics & finance 10 Social Indicators Research 9 Computational economics 8 Economic modelling 8 International journal of economics and financial issues : IJEFI 8 International journal of productivity and quality management : IJPQM 8 Applied economics letters 7 Decision analytics journal 7 Discussion paper / Tinbergen Institute 7 Energy economics 7 Journal of Multivariate Analysis 7 Computational Statistics 6 Energy 6 Socio-economic planning sciences : the international journal of public sector decision-making 6 AGDI working paper 5 Advances in Data Analysis and Classification 5 Agrekon 5 Applied Energy 5 Cogent Economics & Finance 5 Cogent business & management 5 Computational Statistics & Data Analysis 5 Discussion paper 5 Economics Working Papers / Department of Economics and Business, Universitat Pompeu Fabra 5 Economics letters 5 International Journal of Data Analysis Techniques and Strategies 5 International journal of production research 5 Journal of risk and financial management : JRFM 5 Operations research 5
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Source
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ECONIS (ZBW) 1,109 RePEc 400 EconStor 117 Other ZBW resources 48 BASE 14 USB Cologne (EcoSocSci) 1
Showing 1 - 50 of 1,689
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Asymmetric roles of macroeconomic variables in the real exchange rate : insights from U.S.-Korea data
Behera, Sarthak; Kim, Hyeongwoo; Kim, Soohyon - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015340148
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Eigenvalue tests for the number of latent factors in short panels
Fortin, Alain-Philippe; Gagliardini, Patrick; Scaillet, … - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015339146
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What do simple short-term models say about the latest economic trends in Russia?
Simola, Heli - 2025
We consider the applicability of simple statistical models to Russia's short-term economic trends in a wartime context. We develop several composite indicators combining economic variables to predict Russian GDP trends both before and after the invasion if Ukraine in 2022. In addition, our SVAR...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015401980
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New indicators for measuring financial conditions in a financially dollarized economy
Pérez Forero, Fernando - 2024
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015165291
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Does investor sentiment affect the Indian stock market? : evidence from Nifty 500 and other selected sectoral indices
Kamath, Aditi N.; Shenoy, Sandeep S.; Abhilash, Abhilash; … - In: Cogent economics & finance 12 (2024) 1, pp. 1-12
Investor sentiment is the result of irrational speculations about the future asset values driven by the market participants. Though scholarly works on investor sentiment are evolving in both developed and emerging markets, the literature in the Indian context is relatively modest. To fill this...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015394357
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On the forecastability of agricultural output
Kyriazi, Foteini; Xylangouras, Efthymios; Papadogonas, … - In: Review of Economic Analysis : REA 16 (2024) 4, pp. 443-467
The disruption of supply chain due to Covid-19 and the war in Ukraine, render the prediction of agricultural output a determinant factor of economic life. We consider the predictability of agricultural output based on a set of explanatory variables, that include agricultural input, prices and...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015386812
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Equity markets and monetary policy surprises
Gupta, Mayank; Pawar, Amit; Kumar, Satyam; Borad, Abhinandan - 2024
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What charge‐off rates are predictable by macroeconomic latent factors?
Kim, Hyeongwoo; Son, Jisoo - 2024
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014514177
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Predictive power of U.S. macroeconomic factors for the dollar/won real exchange rate
Behera, Sarthak; Kim, Hyeongwoo; Kim, Soohyon - 2024
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014514179
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What charge‐off rates are predictable by macroeconomic latent factors?
Kim, Hyeongwoo; Son, Jisoo - 2023
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014380760
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A financial conditions index for Iceland
Einarsson, Eysteinn; Einarsdóttir, Stella; … - 2023
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015193638
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Co-movement of Indonesian state-owned enterprise stocks
Atahau, Apriani Dorkas Rambu; Robiyanto, Robiyanto; … - In: Economies : open access journal 11 (2023) 2, pp. 1-24
According to portfolio theory, diversifying investment to several stocks with negative correlations may reduce portfolio risk. In contrast, combining stocks with similar movement (co-movement) has no impact on portfolio risk reduction. This study aims to examine state-owned enterprise stock...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014230634
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A high-frequency financial conditions index for Norway
Bowe, Frida; Gerdrup, Karsten R.; Maffei-Faccioli, Nicolò - 2023
We have constructed a financial conditions index for Norway (FCIN). The FCIN offers a daily update on Norwegian financial conditions based on data from January 2003 on bank lending rates, bond spreads, the foreign exchange market, the stock market and the housing market. The index is constructed...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013484734
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Returns co-movement and interconnectedness : evidence from Indonesia banking system
Zuhrohtun, Zuhrohtun; Salim, M. Zulkifli; Sunaryo, Kunti; … - In: Cogent economics & finance 11 (2023) 2, pp. 1-32
In this paper, we explore how asset returns used as a proxy to detect interconnectedness of systemic risk in the financial system. Our sample employs a mixture of Indonesian banks' public and prudential data over the 2012-2019 period. Using the Principal Component Analysis and Granger causality...
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Forecasting net charge‐off rates of large U.S. bank holding companies using macroeconomic latent factors
Kim, Hyeongwoo; Son, Jisoo - 2023
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Enhancing gradient capital allocation with orthogonal convexity scenarios
Aigner, Philipp; Schlütter, Sebastian - 2023
Gradient capital allocation, also known as Euler allocation, is a technique used to redistribute diversified capital requirements among different segments of a portfolio. The method is commonly employed to identify dominant risks, assessing the risk-adjusted profitability of segments, and...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014252258
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Measuring distribution of wealth in Zambia using census micro data : an application of principal component analysis
Mwansa, Floyd - In: International journal of economics and financial issues … 13 (2023) 3, pp. 126-140
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A comparative analysis of the principal component method and parallel analysis in working with official statistical data
Holubova, Halyna - In: Statistics in transition : an international journal of … 24 (2023) 1, pp. 199-212
The dynamic development of the digitized society generates large-scale information data flows. Therefore, data need to be compressed in a way allowing its content to remain complete and informative. In order for the above to be achieved, it is advisable to use the principal component method...
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Estimation of characteristics-based quantile factor models
Chen, Liang; Dolado, Juan J.; Gonzalo, Jesús; Pan, Haozi - 2023
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New rank-based tests and estimators for common primitive shocks
Carlini, Federico; Rubin, Mirco; Vallarino, Pierluigi - 2025 - This version: February 28, 2025
We propose a new rank-based test for the number of common primitive shocks, q, in large panel data. After estimating a VAR(1) model on r static factors extracted by principal component analysis, we estimate the number of common primitive shocks by testing the rank of the VAR residuals'...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015329825
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New rank-based tests and estimators for common primitive shocks
Carlini, Federico; Rubin, Mirco; Vallarino, Pierluigi - 2025
We propose a new rank-based test for the number of common primitive shocks, q, in large panel data. After estimating a VAR(1) model on r static factors extracted by principal component analysis, we estimate the number of common primitive shocks by testing the rank of the VAR residuals'...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015361272
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Financial conditions and economic activity : the case of Türkiye
Ergül, Özgür; Günay, Mahmut - In: Borsa Istanbul Review 25 (2025) 1, pp. 163-182
This study conducts a comprehensive analysis of the effects of changes in financial conditions on the economy of Türkiye, for which financial conditions indices were constructed. To examine possible changes in the relationship between financial conditions and the real economy due to the unique...
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Helpless rich data : the effect of financial openness with dimensionality reduction
Cha, H. E.; Wang, Doo Kyun; Berg-Ridenour, Sherryl - 2025
The literature on financial openness is rich, yet the selection of a suitable financial index remains a challenge. In this paper, Principal Component Analysis (PCA) and Factor Analysis (FA) are utilized to reduce the dimensionality of five publicly available financial openness indices. The...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015337750
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What do simple short-term models say about the latest economic trends in Russia?
Simola, Heli - 2025
We consider the applicability of simple statistical models to Russia's short-term economic trends in a wartime context. We develop several composite indicators combining economic variables to predict Russian GDP trends both before and after the invasion if Ukraine in 2022. In addition, our SVAR...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015402341
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Predicting co-movement of banking stocks using orthogonal GARCH
Atahau, Apriani Dorkas Rambu; Robiyanto, Robiyanto; … - In: Risks : open access journal 10 (2022) 8, pp. 1-13
This study investigates the application of orthogonal generalized auto-regressive conditional heteroscedasticity (OGARCH) in predicting the co-movement of banking sector stocks in Indonesia. All state-owned banking sector stocks in Indonesia were studied using daily data from January 2013 to...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013368248
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Stated locational preferences of Italian entrepreneurs : the underlying location factors
Musolino, Dario; Meester, Wim; Pellenbarg, Pieter H. - In: Regional science policy and practice : RSPP 14 (2022) 4, pp. 1005-1021
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Redundancy of centrality measures in financial market infrastructures
Martínez-Ventura, Constanza; Mariño-Martínez, Ricardo; … - 2022
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An integrated Principal Component Analysis and Interpretive Structural Modeling approach for electric vehicle adoption decisions in sustainable transportation systems
Palit, Tanmoy; Bari, A.B.M. Mainul; Karmaker, Chitra Lekha - In: Decision analytics journal 4 (2022), pp. 1-12
The rapid growth of the global economy and advanced technology has modernized our life, but it has taken its toll on ecology and environmental sustainability. Over the last few decades, the world has experienced increased emissions of toxic gases, severe global warming, and ambient air...
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Using farm typology to understand banana Xanthomonas wilt management in Rwanda
Kabirigi, Michel; Hermans, Frans; Sun, Zhanli; … - In: NJAS: Impact in Agricultural and Life Sciences 96 (2024) 1
This study aims to contribute to the understanding of diversity within the context of banana farming and its implications for the management of banana Xanthomonas wilt (BXW) disease in Rwanda. We used a structured questionnaire to collect data from 690 banana farmers in eight districts,...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014452258
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Beyond the Usual: Understanding the Multidimensional Nature of Job Quality in Bolivia's Labor Market
Canavire Bacarreza, Gustavo J.; Cueva, Ronald A.; … - 2024
Job quality can impact workers' productivity and contribute to societal well-being. To analyze the evolution of job quality in Bolivia, this paper employs Bolivian household survey data spanning 2007 to 2021 to construct a synthetic job quality index. The index incorporates a broad definition of...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014534013
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Effect of market-wide investor sentiment on South African government bond indices of varying maturities under changing market conditions
Moodley, Fabian; Ferreira-Schenk, Sune; Matlhaku, Kago - In: Economies : open access journal 12 (2024) 10, pp. 1-23
The excess levels of investor participation coupled with irrational behaviour in the South African bond market causes excess volatility, which in turn exposes investors to losses. Consequently, the study aims to examine the effect of market-wide investor sentiment on government bond index...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015197568
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Linking the UN SDGs and sustainable development progress : the case of China
Kang, Sung Jin; Lee, Seon Ju; Cao, Shijun - In: Global journal of emerging market economies 16 (2024) 3, pp. 371-391
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Impact of social protection policies on inclusive growth in sub-Saharan Africa : evidence from bias-corrected dynamic panel
Onyina, Kingsford; Silvanus Baye, Richmond - In: Cogent economics & finance 12 (2024) 1, pp. 1-26
This study examines the role of social protection policies as a driver of inclusive growth. While some research argues that social protection policies empower marginalized groups, promote human capital, reduce inequality, alleviate poverty and contribute to long-term sustainable development,...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015211238
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Contribution to the measurement of digital financial inclusion in Sub-Saharan Africa
Mapurita, Christian Kamenga; Mayoukou, Célestin - In: Borsa Istanbul Review 24 (2024) 6, pp. 1227-1247
Despite the notable progress made in the development of digital financial services in sub-Saharan Africa, no comprehensive measure is currently available to quantify this progress. Therefore, we constructed a digital financial inclusion index using a parametric approach. Our findings show an...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015152649
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Long-term care in Germany in the context of the demographic transition : an outlook for the expenses of long-term care insurance through 2050
Vanella, Patrizio; Wilke, Christina Benita; Hess, Moritz - In: Econometrics : open access journal 12 (2024) 4, pp. 1-20
Demographic aging results in a growing number of older people in need of care in many regions all over the world. Germany has witnessed steady population aging for decades, prompting policymakers and other stakeholders to discuss how to fulfill the rapidly growing demand for care workers and...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015272922
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On the different impact of local and national sources of policy uncertainty on sectoral stock volatility
Sabani, Nazmie; Bales, Stephan; Burghof, Hans-Peter - In: Research in international business and finance 72 (2024) 2, pp. 1-16
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015065744
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Relationship between corporate governance and firm performance in Ghana : does compliance to national governance frameworks matter?
Atugeba, Isaac Luke Agonbire; Acquah-Sam, Emmanuel - In: Cogent economics & finance 12 (2024) 1, pp. 1-18
The study examines the effect of compliance with national governance frameworks on the relationship between corporate governance and the performance of publicly traded companies in Ghana. A sample of 31 companies listed on the Ghana Stock Exchange was drawn for the study based on their annual...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015376703
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Constructing Social Vulnerability Indexes with Increased Data and Machine Learning Highlight the Importance of Wealth Across Global Contexts
Zhao, Yuan; Paul, Ronak; Reid, Sean; Coimbra Vieira, … - In: Social Indicators Research 175 (2024) 2, pp. 639-657
We consider the availability of new harmonized data sources and novel machine learning methodologies in the construction of a social vulnerability index (SoVI), a multidimensional measure that defines how individuals’ and communities may respond to hazards including natural disasters, economic...
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Corporate Finance and Environmental, Social, and Governance (ESG) Practices
Gherghina, Ştefan Cristian (contributor) - 2024
This special issue comprises 12 papers published in the Special Issue entitled "Corporate Finance and Environmental, Social, and Governance (ESG) Practices", addressing a wide range of topics related to the following: corporate reporting (sustainability reporting; environmental accounting...
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Climate change vulnerability index for Karnataka : adaptive capacity, exposure and sensitivity for the districts of Karnataka
Karnika A; Krishna Raj - 2024
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Impact of green finance on low-carbon transformation : spatial spillover effects in China
Zhao, Jing - In: The North American journal of economics and finance : a … 74 (2024), pp. 1-26
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The liquidity timing ability of mutual funds
Yin, Zhengnan; O'Sullivan, Niall; Sherman, Meadhbh - In: The North American journal of economics and finance : a … 74 (2024), pp. 1-22
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Comparative clustering and visualization of socioeconomic and health indicators : a case of Kenya
Korir, Evans Kiptoo - In: Socio-economic planning sciences : the international … 95 (2024), pp. 1-13
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Optimizing data aggregation and clustering in Internet of things networks using principal component analysis and Q-learning
Bajpai, Abhishek; Verma, Harshita; Yadav, Anita - In: Data science and management : DSM 7 (2024) 3, pp. 189-196
The Internet of things (IoT) is a wireless network designed to perform specific tasks and plays a crucial role in various fields such as environmental monitoring, surveillance, and healthcare. To address the limitations imposed by inadequate resources, energy, and network scalability, this type...
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An empirical implementation of the shadow riskless rate
Lauria, Davide; Park, Jiho; Hu, Yuan; Lindquist, W. Brent; … - In: Risks : open access journal 12 (2024) 12, pp. 1-19
We address the problem of asset pricing in a market where there are no risky assets. Previous work developed a theoretical model for a shadow riskless rate (SRR) for such a market, based on the drift component of the state-price deflator for that asset universe. Assuming that asset prices are...
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Can commodity prices predict stock market returns? : the case of dry bulk shipping companies
Melas, Konstantinos D.; Michail, Nektarios - In: Journal of shipping and trade 9 (2024) 1, pp. 1-14
We explore the relationship between the returns of 45 dry bulk shipping company stock prices and the main 15 commodities that bulk carriers transport. Using a principal component analysis to reduce the dimensionality of the commodities dataset and a panel methodology, we find that a change in...
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Beyond the usual : understanding the multidimensional nature of job quality in Bolivia's labor market
Canavire-Bacarreza, Gustavo; Cueva, Ronald A.; … - 2024
Job quality can impact workers' productivity and contribute to societal well-being. To analyze the evolution of job quality in Bolivia, this paper employs Bolivian household survey data spanning 2007 to 2021 to construct a synthetic job quality index. The index incorporates a broad definition of...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014492199
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The Economic Conditions Index for Romania (ECI-RO) and its signals during the recent crises
Tănase, Andrei; Pleșa, Georgiana; Sîrbu, Dragoș; … - 2024
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Emerging trend and causes of discrepancy between proposed and actual flows of foreign capital into Nepalese energy sector
Dhungel, Bashu Dev; Lamichhane, Pitambar - In: International Journal of Energy Economics and Policy : IJEEP 14 (2024) 2, pp. 341-348
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The the effect of energy security on economic growth in ASEAN during 2000-2020
Kusumawardani, Deni; Agusti, Kemala Sari - In: International Journal of Energy Economics and Policy : IJEEP 14 (2024) 2, pp. 447-459
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