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  • Search: subject_exact:"Causality analysis"
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Year of publication
Subject
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Kausalanalyse 12,538 Causality analysis 12,489 Wirtschaftswachstum 2,824 Economic growth 2,823 Schätzung 2,339 Estimation 2,338 Theorie 2,203 Theory 2,202 Kointegration 2,129 Cointegration 2,128 Estimation theory 1,287 Schätztheorie 1,287 USA 919 United States 916 Impact assessment 910 Wirkungsanalyse 910 Welt 883 World 883 Granger causality 876 Zeitreihenanalyse 860 Time series analysis 859 Börsenkurs 829 Share price 829 Panel 821 Panel study 820 Energiekonsum 793 Energy consumption 793 VAR model 781 VAR-Modell 780 India 717 Indien 717 Aktienmarkt 676 Stock market 675 Regressionsanalyse 568 Regression analysis 567 Auslandsinvestition 560 Foreign investment 560 Volatility 560 Volatilität 560 National income 546
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Online availability
All
Free 4,957 Undetermined 3,033 CC license 475
Type of publication
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Article 7,689 Book / Working Paper 4,867 Journal 2 Other 1
Type of publication (narrower categories)
All
Article in journal 7,290 Aufsatz in Zeitschrift 7,290 Graue Literatur 2,406 Non-commercial literature 2,406 Working Paper 2,307 Arbeitspapier 2,305 Aufsatz im Buch 317 Book section 317 Hochschulschrift 189 Thesis 135 Conference paper 57 Konferenzbeitrag 57 Systematic review 43 Übersichtsarbeit 43 Collection of articles written by one author 31 Sammlung 31 Collection of articles of several authors 27 Sammelwerk 27 Bibliografie enthalten 26 Bibliography included 26 Aufsatzsammlung 22 Case study 19 Fallstudie 19 Lehrbuch 12 Dissertation u.a. Prüfungsschriften 11 Textbook 10 Konferenzschrift 9 Rezension 6 Amtliche Publikation 4 Amtsdruckschrift 4 Article 4 Forschungsbericht 4 Government document 4 Conference proceedings 3 Mikroform 3 Reprint 3 Bibliografie 2 Einführung 2 Festschrift 2 Handbook 2
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Language
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English 12,215 German 265 French 29 Spanish 21 Undetermined 13 Portuguese 9 Italian 3 Chinese 3 Polish 2 Russian 2 Bulgarian 1 Czech 1 Japanese 1 Lithuanian 1 Turkish 1
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Author
All
Heckman, James J. 107 Imbens, Guido 92 Gupta, Rangan 76 Lechner, Michael 67 Huber, Martin 57 Tiwari, Aviral Kumar 54 Frölich, Markus 52 Pradhan, Rudra Prakash 52 Chang, Tsangyao 50 Odhiambo, Nicholas M. 50 Shahbaz, Muhammad 49 Narayan, Paresh Kumar 44 Balcilar, Mehmet 42 Chernozhukov, Victor 41 Angrist, Joshua D. 39 Athey, Susan 38 Caporale, Guglielmo Maria 38 Rault, Christophe 37 Berg, Gerard J. van den 34 Hatemi-J, Abdulnasser 34 Smyth, Russell 34 Słoczyński, Tymon 34 Hansen, Christian Bailey 31 Mogstad, Magne 31 Tang, Chor Foon 30 Su, Chi-Wei 28 Wooldridge, Jeffrey M. 28 Apergēs, Nikolaos 27 Hsu, Yu-Chin 27 Hoover, Kevin D. 25 Lee, Chien-Chiang 25 Kitagawa, Toru 24 Newey, Whitney K. 24 Pei, Zhuan 24 Pinto, Rodrigo 24 Fernández-Villaverde, Jesús 23 Hammoudeh, Shawkat 23 Lee, Sokbae 23 Weber, Andrea 23 Afonso, António 22
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Institution
All
National Bureau of Economic Research 249 Forschungsinstitut zur Zukunft der Arbeit 15 Sonderforschungsbereich Quantifikation und Simulation Ökonomischer Prozesse 10 Christian-Albrechts-Universität zu Kiel / Institut für Weltwirtschaft 4 Ruhr-Universität Bochum 4 Schweiz / Staatssekretariat für Wirtschaft 4 Ekonomiska forskningsinstitutet <Stockholm> 3 Europäische Kommission / Gemeinsame Forschungsstelle 3 Leibniz-Institut für Wirtschaftsforschung Halle 3 Massachusetts Institute of Technology / Department of Economics 3 Springer Fachmedien Wiesbaden 3 William Davidson Institute <Ann Arbor, Mich.> 3 Center for Economic Research <Tilburg> 2 Deutsches Institut für Wirtschaftsforschung 2 European Central Bank 2 European Union Institute for Security Studies 2 European University Institute / Department of Economics 2 European University Institute / Department of Law 2 Federal Reserve Bank of Kansas City / Research Division 2 Institut für Angewandte Wirtschaftsforschung <Tübingen> 2 John F. Kennedy School of Government 2 Konjunkturinstitutet <Stockholm> 2 RWI - Leibniz-Institut für Wirtschaftsforschung 2 Rutgers University / Department of Economics 2 University of Strathclyde / Department of Economics 2 Universität Mannheim 2 Verlag Dr. Kovač 2 Zentrum für Europäische Wirtschaftsforschung 2 Agricultural and Applied Economics Association - AAEA 1 Banco Central do Brasil 1 Bank of England / Monetary Analysis Division 1 Banque de France / Direction des Etudes Economiques et de la Recherche 1 Birkbeck College / Department of Economics 1 Center for Economic Analysis <Boulder, Colo.> 1 Center for International Development <Cambridge, Mass.> 1 Chaire Quételet 1 Christian-Albrechts-Universität zu Kiel / Institut für Agrarökonomie 1 Christian-Albrechts-Universität zu Kiel / Institut für Volkswirtschaftslehre 1 Columbia University / Department of Economics 1 Conference on Systems under Indirect Observation <1979, Cartigny> 1
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Published in...
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International Journal of Energy Economics and Policy : IJEEP 258 NBER working paper series 236 Discussion paper series / IZA 215 Energy economics 186 Applied economics 166 Working paper / National Bureau of Economic Research, Inc. 166 Journal of econometrics 162 NBER Working Paper 159 IZA Discussion Paper 132 Economic modelling 128 Applied economics letters 99 Economics letters 95 The empirical economics letters : a monthly international journal of economics 93 CEMMAP working papers / Centre for Microdata Methods and Practice 83 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 82 International journal of economics and financial issues : IJEFI 81 Theoretical and applied economics : GAER review 78 International journal of economics and finance 75 CESifo working papers 70 Empirical economics : a journal of the Institute for Advanced Studies, Vienna, Austria 66 Finance research letters 60 The review of economics and statistics 60 Working paper 57 Economic research 55 International review of economics & finance : IREF 53 Discussion papers / CEPR 48 Cogent economics & finance 45 Economies : open access journal 44 Journal of policy modeling : JPMOD ; a social science forum of world issues 44 Discussion paper / Centre for Economic Policy Research 43 The journal of developing areas 43 Applied econometrics and international development 41 Defence and peace economics 40 International review of financial analysis 39 Global business review 37 The quarterly review of economics and finance : journal of the Midwest Economics Association ; journal of the Midwest Finance Association 36 Discussion paper 35 Econometric reviews 35 The North American journal of economics and finance : a journal of financial economics studies 35 The Indian journal of economics 33
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Source
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ECONIS (ZBW) 12,513 USB Cologne (EcoSocSci) 26 RePEc 11 EconStor 6 Other ZBW resources 2 BASE 1
Showing 1 - 50 of 12,559
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Unraveling the nexus between road transport infrastructures and economic growth : empirical insights from Nepal's case
Sharma, Keshab Kumar; Bhandary, Netra Prakash; Subedi, … - In: Economies : open access journal 12 (2024) 8, pp. 1-21
Sustained efforts and investments in different sectors are essential for the overall development of a region. Various studies around the globe underscore the importance of investment in road transport infrastructure in many developing countries to achieve their development targets. The...
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The nexus of financial deepening and poverty : the case of Black Sea region economies
Lu, Chenghui; Dilanchiev, Azer - In: The Singapore economic review 68 (2023) 4, pp. 1183-1205
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Enhancing economic literacy through causal diagrams
Pavlov, Oleg V.; Smirnova, Natalia V.; Smirnova, Elena V. - 2025
A literacy-targeted approach to economic instruction draws on insights from cognitive science. It highlights that students process complex economic information by constructing and modifying schemas that represent economic material. Following this approach, we developed a set of instructional...
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Identification of treatment effects under limited exogenous variation
Newey, Whitney K.; Stouli, Sami - 2025 - Date: January 24, 2025
Multidimensional heterogeneity and endogeneity are important features of a wide class of econometric models. With control variables to correct for endogeneity, nonparametric identification of treatment effects requires strong support conditions. To alleviate this requirement, we consider varying...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015191459
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Do supply chain pressures affect consumer prices in major economies? : new evidence from time-varying causality analysis
Mrabet, Zouhair; Alsamara, Mouyad; Mimouni, Karim; … - In: Economic modelling 142 (2025), pp. 1-17
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A causal analysis of environmental and financial performance : differences between brown and green firms
Vashisht, Rupali; Calvo Pardo, Héctor F.; Olmo, Jose - In: Economic modelling 144 (2025), pp. 1-21
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Forecasting China bond default with severe class-imbalanced data : a simple learning model with causal inference
Peng, Mike W.; Stern, Elisheva R.; Hu, Hanwen - In: Economic modelling 144 (2025), pp. 1-16
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The heterogeneous impact of the EU-Canada agreement with causal machine learning
Fontagné, Lionel; Micocci, Francesca; Rungi, Armando - 2025 - This version: January 2025
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Does hospital capacity affect physicians' treatment pattern?
Tang, Yingqian; Noguchi, Haruko - 2025
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Propensity score in the tails and returns to education in Italy
Furno, Marilena; Caracciolo, Francesco - In: Economies : open access journal 13 (2025) 2, pp. 1-28
The propensity score defining the probability of completing a given degree of education - to balance covariates - and the Mincer equation is here estimated at various degrees of higher education. The novelty is in implementing propensity score and regression estimators together in a...
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Interrelationships among government participation, population and growth of per capita income : inquiry on top twenty income-holding countries in the world
Das, Ramesh Chandra - In: Economies : open access journal 13 (2025) 2, pp. 1-29
The literature on growth in economics encompasses two main facets of thinking: the applicability of diminishing productivity of capital, as has been in the neoclassical growth model with exogenous technological progress, and the applicability of non-diminishing productivity of capital, as has...
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Households' (in)security in the European Union : from principal components to causality analysis
Pricop, Ionuț-Andrei; Diaconu, Laura - In: Economies : open access journal 13 (2025) 2, pp. 1-23
Economic security is considered one of the primary aspects of well-being and it is usually closely associated with poverty. This article intends to explore the main determinants of economic (in)security in European Union countries and to investigate the relationship between the level of economic...
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Exploring the tourism and economic growth relationship in Vietnam : a cointegration analysis with model-specific structural breaks
Kumar, Ronald Ravinesh; Stauvermann, Peter; Lien Thi Mai Dau - In: Economies : open access journal 13 (2025) 2, pp. 1-47
In this study, we present a comprehensive analysis to examine the resilience of tourism in Vietnam since the Doi Moi period. Using an augmented Solow framework, data from 1986 to 2020, and the ARDL approach, we estimate the long-run and short-run effects, whilst accounting for model-specific...
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The sources of researcher variation in economics
Huntington-Klein, Nick; Pörtner, Claus Chr. - 2025
We use a rigorous three-stage many-analysts design to assess how different researcher decisions-specifically data cleaning, research design, and the interpretation of a policy question-affect the variation in estimated treatment effects. A total of 146 research teams each completed the same...
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Reevaluating Midlife Well-being : The role of external and inherent factors
Li, Chao; Mi, Jie; Zhang, Jiaxu; Keeley, Alexander Ryota; … - 2025
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Unravelling the impact of clean energy on the tourism sector of the stock market : Evidence from quantile granger causality and wavelet coherence analysis
Wang, Yiwei; Sun, Zhaoyang; Feng, Chao; Wu, Ran; Yan, Jiale - In: International review of economics & finance : IREF 98 (2025), pp. 1-14
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Causal effects and optimal policy learning for intensive care unit discharge decisions to solve hospital process bottlenecks : approach, methods, and first results
Vogel, Justus; Cordier, Johannes; Filipovic, Miodrag - 2025
Intensive care units (ICUs) operate with fixed capacities and face uncertainty such as demand variability, leading to demand-driven, early discharges to free up beds. These discharges can increase ICU readmission rates, negatively impacting patient outcomes and aggravating ICU bottleneck...
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The impact of retirement on household finances : causal evidence from transaction data
Koopmans, Pim Leonard; Lent, Max van; Knoef, Marike - 2025
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Causal threads : SMEs and macroeconomic indicators in Indonesia
Henryanto, Aria Ganna; Haniruzila Hanifah; Cahyadin, Malik - In: Journal of small business strategy 35 (2025) 2, pp. 82-95
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A fair price to pay : exploiting causal graphs for fairness in insurance
Côté, Olivier; Côté, Marie-Pier; Charpentier, Arthur - 2025
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Two-way fixed effects and differences-in-differences in heterogeneous adoption designs without stayers
Chaisemartin, Clément de; Ciccia, Diego; … - 2025 - This version: July 26, 2024
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Identification and estimation of average causal effects in fixed effects logit models
Davezies, Laurent; D'Haultfœuille, Xavier; Laage, Louise - 2025
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Adjusters and casualties : the anatomy of labor market displacement
Hanushek, Eric Alan; Janssen, Simon; Light, Jacob D.; … - 2025
We analyze the full distribution of displaced workers’ earnings losses using a new method that combines matching and synthetic control group approaches at the individual level. We find that the distribution of earnings losses is highly skewed. Average losses, as estimated by conventional event...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015397022
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Causal effects and optimal policy learning for intensive care unit discharge decisions to solve hospital process bottlenecks : approach, methods, and first results
Vogel, Justus; Cordier, Johannes; Filipovic, Miodrag - 2025
Intensive care units (ICUs) operate with fixed capacities and face uncertainty such as demand variability, leading to demand-driven, early discharges to free up beds. These discharges can increase readmission rates, negatively impacting patient outcomes and aggravating ICU bottleneck congestion....
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015183178
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On the nuisance of control variables in causal regression analysis
Hünermund, Paul; Louw, Beyers - In: Organizational research methods : ORM 28 (2025) 1, pp. 138-151
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Do deficits cause inflation? : a high frequency narrative approach
Hazell, Jonathon; Hobler, Stephan - 2025
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A comparison of Bayesian and frequentist variable selection methods for estimating average treatment effects in logistic regression
Martinez, Alex H.; Christensen, Brian; Sutton, Elizabeth F. - 2025
In many manuscripts, researchers use multivariable logistic regression to adjust for potential confounding variables when estimating a direct relationship of a treatment or exposure on a binary outcome. After choosing how variables are entered into that model, researchers can calculate an...
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Financial development, economic growth and income inequality in Central Eastern European transition economies : evidence from the Toda-Yamamoto panel causality test
Sotiropoulou, Theodora - 2025
This study rigorously examines the causality between banking development, economic growth, and income inequality using annual panel data for 13 Central Eastern European transition economies from 2000 to 2020. The Granger non-causality test of heterogeneous panels based on the Toda and Yamamoto...
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Inflation synchronization and shock transmission between the eurozone and the non-euro CEE Economies : a wavelet quantile VAR approach
Alqaralleh, Huthaifa; Canepa, Alessandra; Muchova, Eva - 2025
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The divergence of China’s prices under economic policy uncertainty shock : a time-varying perspective
Long, Shaobo; Xue, Ning; Zhang, Yuan - 2025
This study investigates the impact of economic policy uncertainty (EPU) on macro price divergence in China. We use the time-varying parameter vector auto regressive model with latent thresholds (LT-TVP-VAR) to examine the nonlinear causality relationship. Our findings suggest when the EPU rises,...
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Modeling the relationships among the stock market, gold price, oil price and exchange rate : a MECM and VDA approach
Agrawal, Pravin Kumar; Kumar, Mohit - In: Financial internet quarterly 21 (2025) 1, pp. 1-14
Globalization and liberalization have heightened the volatility and complexity of financial markets, prompting investors to diversify their portfolios across different asset classes. This study investigates the dynamic interrelationships among the Indian stock market benchmark index (Nifty 50),...
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Staggered treatment effects with selection on unobservables : the case of endogenous preferential trade agreement effects on trade
Egger, Peter; Huang, Ruobing - 2025
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Adjusters and casualties : the anatomy of labor market displacement
Hanushek, Eric Alan; Janssen, Simon; Light, Jacob D.; … - 2025
We analyze the full distribution of displaced workers' earnings losses using a new method that combines matching and synthetic control group approaches at the individual level. We find that the distribution of earnings losses is highly skewed. Average losses, as estimated by conventional event...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015395937
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A difference-in-differences analysis of the well-being effects of Universal Credit
Baxter, Andy; Tindall, Martha; Wickham, Sophie; … - 2025
Universal Credit (UC) was a large-scale reform of the UK welfare system reform, replacing six existing benefits. UC aimed to simplify claims and encourage more claimants into work. We identify its effect on mental well-being, treating the phased rollout from 2013-2018 as a natural experiment. We...
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On the time-varying causal relationships that drive bitcoin returns
Stengos, Thanasēs; Panagiōtidēs, Theodōros; … - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015401931
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Taking an extra moment to consider treatment effects on distributions
Heckley, Gawain; Petrie, Dennis - 2025
This paper introduces Parameter Estimation by Raw Moments (PERM), a flexible method for evaluating a policy's impact on the parameters of an outcome distribution. Such parameters include the variance (E[Y 2 ]−E[Y] 2 ), skewness and covariance of two outcomes. PERM simplifies distributional...
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Quantifying the internal validity of weighted estimands
Poirier, Alexandre; Słoczyński, Tymon - 2025
In this paper we study a class of weighted estimands, which we define as parameters that can be expressed as weighted averages of the underlying heterogeneous treatment effects. The popular ordinary least squares (OLS), two-stage least squares (2SLS), and two-way fixed effects (TWFE) estimands...
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Features of the relationship between corruption, human capital components and economic growth (case of EU candidate countries)
Stryzhak, Olena - 2025
The changing geopolitical situation in the European region has actualized the issues of further EU enlargement. As a result, the relevance of studying many aspects of the functioning economic systems of candidate countries has increased. In this context, the purpose of this article is to...
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News shocks, consumer confidence, and business cycles
Hussain, Syed M.; Liaqat, Zara - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015361608
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Causal inference and data fusion in econometrics
Hünermund, Paul; Bareinboim, Elias - 2025
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Optimal formula instruments
Borusyak, Kirill; Hull, Peter - 2025
When estimating the effects of treatments defined by complex formulas, researchers often use simple functions of exogenous shocks as instruments. A leading example is "simulated instruments" for public policy eligibility, which capture variation in state-level policy generosity. We show how more...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015358340
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Going beyond randomised controlled trials to assess treatment effect heterogeneity across target populations
Lugo-Palacios, David G.; Bidulka, Patrick; O'Neill, Stephen - In: Health economics 34 (2025) 1, pp. 85-104
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Extreme dependence, connectedness, and causality between US sector stocks and oil shocks
Mensi, Walid; Gök, Remzi; Gemici, Eray; Vo Xuan Vinh; … - In: International review of economics & finance : IREF 98 (2025), pp. 1-26
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Causal network representations in factor investing
Howard, Clint; Lohre, Harald; Mudde, Sebastiaan - In: Intelligent systems in accounting, finance & management 32 (2025) 1, pp. 1-23
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Unravelling the link between financialisation and economic growth : evidence from Croatia
Mamuti, Agim; Kadiu, Fatbardha; Sherifi, Idaver; … - In: Risks : open access journal 13 (2025) 1, pp. 1-23
This study investigates the relationship between financialisation and economic growth in Croatia, focusing on the period from 1995 to 2021. Using time series econometric models, including the Augmented Dickey-Fuller test for stationarity, Johansen's cointegration test for long-term...
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Understanding energy savings in a crisis : the role of prices and non-monetary factors
Behr, Sophie M.; Köveker, Till; Kücük, Merve - 2025
Russia’s invasion of Ukraine in 2022 was accompanied by a significant reduction of its gas supply to Europe, causing sharp energy price surges and prompting governments to respond with public appeals and programs aimed at reducing consumption. This paper investigates the effects of price...
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Structural volatility impulse response analysis
Fengler, Matthias; Polivka, Jeannine - 2025
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Childhood welfare exposure and economic outcomes for adult daughters and sons
Hartley, Robert Paul; Lamarche, Carlos; Ziliak, James P. - 2025
We investigate how length of time on welfare during childhood affects economic outcomes in early adulthood. Using intergenerationally linked mother-child pairs from the Panel Study of Income Dynamics, we adopt a nonlinear difference-in-differences framework using the 1990s welfare reform to...
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Causal effects of education on marriage
Ahn, Kunwon; Winters, John V. - 2025
Many nations have experienced both rising education levels and declining marriage rates. However, cross-sectional comparisons within countries often indicate that more highly educated individuals are more likely to be married. Economic theory suggests ambiguous causal effects of education on...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015196679
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The sources of researcher variation in economics
Huntington-Klein, Nick; Pörtner, Claus Chr. - 2025
We use a rigorous three-stage many-analysts design to assess how different researcher decisions—specifically data cleaning, research design, and the interpretation of a policy question—affect the variation in estimated treatment effects. A total of 146 research teams each completed the same...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015324303
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